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MQE: Add NH support to binary operations #8838

Merged
merged 43 commits into from
Aug 6, 2024
Merged

MQE: Add NH support to binary operations #8838

merged 43 commits into from
Aug 6, 2024

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jhesketh
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@jhesketh jhesketh commented Jul 29, 2024 •
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For one-to-one mapping.

What this PR does

Which issue(s) this PR fixes or relates to

Fixes #

Checklist

  • Tests updated.
  • Documentation added.
  • CHANGELOG.md updated - the order of entries should be [CHANGE], [FEATURE], [ENHANCEMENT], [BUGFIX].
  • about-versioning.md updated with experimental features.

@jhesketh
MQE: Complete binary operations
e5c960a 
For one-to-one mapping.
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jhesketh commented Jul 29, 2024 •
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WIP, no tests yet.

Not the most elegant. The merging one side and many-to-one mapping may need rethinking.

I'll update the CHANGELOG when it is closer to completed rather than having to resolve merge conflicts constantly.

charleskorn
charleskorn reviewed Jul 29, 2024
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Overall looks good to me.

My main concern is performance - have you run the existing benchmarks for binary operations before and after this change?

If the impact is small, then we can continue with this approach. If not, one possibility may be to have fast paths for the common case where each side only has one kind of data (eg. LHS has only floats and RHS has only histograms).

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@jhesketh jhesketh changed the title MQE: Complete binary operations MQE: Add NH support to binary operations Jul 31, 2024
jhesketh
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I somehow managed to add my comments as a review... I'll just publish the review rather than going through github and changing things

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jhesketh added 2 commits July 31, 2024 17:37
@jhesketh
Add InstantVectorSeriesDataIterator
00d7ea0
@jhesketh
Cleanup computeResult
d0bcab8 
Use new InstantVectorSeriesDataIterator

And properly assign/re-use slices
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@jhesketh jhesketh marked this pull request as ready for review August 6, 2024 01:11
@jhesketh jhesketh requested a review from a team as a code owner August 6, 2024 01:11
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jhesketh commented Aug 6, 2024

This branch vs promql engine:

goos: linux
goarch: amd64
pkg: github.com/grafana/mimir/pkg/streamingpromql/benchmarks
cpu: Intel(R) Xeon(R) CPU E5-2686 v4 @ 2.30GHz
                                                                                                         │      Prometheus      │                Mimir                 │
                                                                                                         │        sec/op        │    sec/op     vs base                │
Query/a_1,_instant_query                                                                                            674.1µ ± 2%   659.7µ ±  3%        ~ (p=0.093 n=6)
Query/a_1,_range_query_with_100_steps                                                                               702.2µ ± 2%   688.0µ ±  4%   -2.02% (p=0.004 n=6)
Query/a_1,_range_query_with_1000_steps                                                                              863.4µ ± 3%   852.9µ ±  2%        ~ (p=0.310 n=6)
Query/a_100,_instant_query                                                                                          1.863m ± 2%   1.843m ±  1%   -1.10% (p=0.041 n=6)
Query/a_100,_range_query_with_100_steps                                                                             2.868m ± 1%   2.831m ±  1%   -1.26% (p=0.026 n=6)
Query/a_100,_range_query_with_1000_steps                                                                            12.56m ± 2%   12.51m ±  2%        ~ (p=0.485 n=6)
Query/a_2000,_instant_query                                                                                         21.66m ± 1%   21.36m ±  1%   -1.38% (p=0.004 n=6)
Query/a_2000,_range_query_with_100_steps                                                                            42.08m ± 1%   41.61m ±  2%        ~ (p=0.065 n=6)
Query/a_2000,_range_query_with_1000_steps                                                                           233.0m ± 1%   227.2m ±  1%   -2.45% (p=0.002 n=6)
Query/nh_1,_instant_query                                                                                           762.4µ ± 5%   738.6µ ±  4%        ~ (p=0.240 n=6)
Query/nh_1_+_nh_1,_instant_query                                                                                    1.458m ± 2%   1.424m ±  3%        ~ (p=0.160 n=12)
Query/nh_1,_range_query_with_100_steps                                                                              831.2µ ± 3%   848.1µ ±  4%        ~ (p=0.589 n=6)
Query/nh_1_+_nh_1,_range_query_with_100_steps                                                                       1.714m ± 2%   1.653m ±  2%   -3.58% (p=0.002 n=12)
Query/nh_1,_range_query_with_1000_steps                                                                             1.611m ± 3%   1.606m ±  1%        ~ (p=0.589 n=6)
Query/nh_1_+_nh_1,_range_query_with_1000_steps                                                                      4.121m ± 1%   3.586m ±  1%  -12.97% (p=0.000 n=12)
Query/nh_100,_instant_query                                                                                         3.933m ± 1%   3.860m ±  2%   -1.84% (p=0.026 n=6)
Query/nh_100_+_nh_100,_instant_query                                                                                8.076m ± 1%   8.033m ±  1%        ~ (p=0.143 n=12)
Query/nh_100,_range_query_with_100_steps                                                                            12.22m ± 2%   12.06m ±  1%        ~ (p=0.065 n=6)
Query/nh_100_+_nh_100,_range_query_with_100_steps                                                                   39.21m ± 1%   29.53m ±  1%  -24.69% (p=0.000 n=12)
Query/nh_100,_range_query_with_1000_steps                                                                           86.65m ± 1%   86.31m ±  1%   -0.39% (p=0.041 n=6)
Query/nh_100_+_nh_100,_range_query_with_1000_steps                                                                  331.2m ± 1%   221.0m ±  1%  -33.26% (p=0.000 n=12)
Query/nh_2000,_instant_query                                                                                        63.89m ± 1%   63.88m ±  3%        ~ (p=1.000 n=6)
Query/nh_2000_+_nh_2000,_instant_query                                                                              134.3m ± 0%   131.8m ±  1%   -1.89% (p=0.000 n=12)
Query/nh_2000,_range_query_with_100_steps                                                                           224.8m ± 2%   225.8m ±  1%        ~ (p=0.394 n=6)
Query/nh_2000_+_nh_2000,_range_query_with_100_steps                                                                 836.6m ± 2%   562.5m ±  1%  -32.77% (p=0.000 n=12)
Query/nh_2000,_range_query_with_1000_steps                                                                           2.112 ± 4%    2.034 ±  3%   -3.72% (p=0.041 n=6)
Query/nh_2000_+_nh_2000,_range_query_with_1000_steps                                                                 7.968 ± 1%    4.573 ±  1%  -42.60% (p=0.000 n=12)
Query/a_1[1m],_instant_query                                                                                        686.7µ ± 4%   654.1µ ±  4%   -4.74% (p=0.041 n=6)
Query/a_100[1m],_instant_query                                                                                      1.213m ± 4%   1.136m ±  2%   -6.35% (p=0.002 n=6)
Query/a_2000[1m],_instant_query                                                                                     9.357m ± 1%   8.149m ±  1%  -12.91% (p=0.002 n=6)
Query/rate(a_1[1m]),_instant_query                                                                                  698.7µ ± 2%   673.0µ ±  5%   -3.67% (p=0.004 n=6)
Query/rate(a_1[1m]),_range_query_with_100_steps                                                                     726.2µ ± 6%   685.0µ ±  6%        ~ (p=0.180 n=6)
Query/rate(a_1[1m]),_range_query_with_1000_steps                                                                   1000.9µ ± 5%   868.4µ ±  1%  -13.24% (p=0.002 n=6)
Query/rate(a_100[1m]),_instant_query                                                                                1.319m ± 2%   1.139m ±  1%  -13.64% (p=0.002 n=6)
Query/rate(a_100[1m]),_range_query_with_100_steps                                                                   3.423m ± 2%   2.487m ±  1%  -27.36% (p=0.002 n=6)
Query/rate(a_100[1m]),_range_query_with_1000_steps                                                                  23.59m ± 1%   15.03m ±  2%  -36.29% (p=0.002 n=6)
Query/rate(a_2000[1m]),_instant_query                                                                              11.354m ± 1%   7.998m ±  1%  -29.56% (p=0.002 n=6)
Query/rate(a_2000[1m]),_range_query_with_100_steps                                                                  55.89m ± 1%   35.64m ±  1%  -36.22% (p=0.002 n=6)
Query/rate(a_2000[1m]),_range_query_with_1000_steps                                                                 443.7m ± 1%   276.3m ±  1%  -37.73% (p=0.002 n=6)
Query/rate(a_1[1m]),_range_query_with_10000_steps                                                                   3.255m ± 1%   2.541m ±  1%  -21.92% (p=0.002 n=6)
Query/rate(a_100[1m]),_range_query_with_10000_steps                                                                 231.5m ± 1%   148.3m ±  1%  -35.93% (p=0.002 n=6)
Query/rate(a_2000[1m]),_range_query_with_10000_steps                                                                 4.723 ± 2%    2.906 ±  2%  -38.48% (p=0.002 n=6)
Query/rate(nh_1[1m]),_instant_query                                                                                 713.8µ ± 3%   681.4µ ±  5%        ~ (p=0.065 n=6)
Query/rate(nh_1[1m]),_range_query_with_100_steps                                                                    902.5µ ± 3%   847.5µ ±  2%   -6.09% (p=0.002 n=6)
Query/rate(nh_1[1m]),_range_query_with_1000_steps                                                                   2.023m ± 2%   1.734m ±  1%  -14.25% (p=0.002 n=6)
Query/rate(nh_100[1m]),_instant_query                                                                               1.615m ± 2%   1.401m ±  3%  -13.23% (p=0.002 n=6)
Query/rate(nh_100[1m]),_range_query_with_100_steps                                                                  14.38m ± 1%   11.30m ±  1%  -21.43% (p=0.002 n=6)
Query/rate(nh_100[1m]),_range_query_with_1000_steps                                                                126.50m ± 1%   98.11m ±  1%  -22.44% (p=0.002 n=6)
Query/rate(nh_2000[1m]),_instant_query                                                                              17.17m ± 1%   13.23m ±  1%  -22.99% (p=0.002 n=6)
Query/rate(nh_2000[1m]),_range_query_with_100_steps                                                                 263.2m ± 1%   204.3m ±  0%  -22.37% (p=0.002 n=6)
Query/rate(nh_2000[1m]),_range_query_with_1000_steps                                                                 2.735 ± 0%    2.186 ±  1%  -20.07% (p=0.002 n=6)
Query/rate(nh_1[1m]),_range_query_with_10000_steps                                                                  14.20m ± 2%   11.14m ±  1%  -21.52% (p=0.002 n=6)
Query/rate(nh_100[1m]),_range_query_with_10000_steps                                                                 1.399 ± 1%    1.109 ±  3%  -20.69% (p=0.002 n=6)
Query/rate(nh_2000[1m]),_range_query_with_10000_steps                                                                27.61 ± 1%    21.41 ±  1%  -22.47% (p=0.002 n=6)
Query/rate(a_1[1d]),_instant_query                                                                                  2.325m ± 1%   2.048m ±  1%  -11.92% (p=0.002 n=6)
Query/rate(a_1[1d]),_range_query_with_100_steps                                                                     3.225m ± 2%   2.635m ±  1%  -18.30% (p=0.002 n=6)
Query/rate(a_1[1d]),_range_query_with_1000_steps                                                                   11.738m ± 2%   8.568m ±  2%  -27.01% (p=0.002 n=6)
Query/rate(a_100[1d]),_instant_query                                                                               108.12m ± 1%   93.68m ±  1%  -13.35% (p=0.002 n=6)
Query/rate(a_100[1d]),_range_query_with_100_steps                                                                   203.4m ± 1%   160.0m ±  1%  -21.34% (p=0.002 n=6)
Query/rate(a_100[1d]),_range_query_with_1000_steps                                                                 1052.8m ± 1%   753.9m ±  0%  -28.39% (p=0.002 n=6)
Query/rate(a_2000[1d]),_instant_query                                                                                1.954 ± 2%    1.669 ±  1%  -14.59% (p=0.002 n=6)
Query/rate(a_2000[1d]),_range_query_with_100_steps                                                                   3.840 ± 1%    2.986 ±  0%  -22.25% (p=0.002 n=6)
Query/rate(a_2000[1d]),_range_query_with_1000_steps                                                                  20.70 ± 0%    14.85 ±  0%  -28.26% (p=0.002 n=6)
Query/rate(nh_1[1h]),_instant_query                                                                                1027.4µ ± 3%   954.0µ ±  4%   -7.14% (p=0.002 n=6)
Query/rate(nh_1[1h]),_range_query_with_100_steps                                                                    1.619m ± 2%   1.265m ±  5%  -21.84% (p=0.002 n=6)
Query/rate(nh_1[1h]),_range_query_with_1000_steps                                                                   6.705m ± 1%   4.108m ±  1%  -38.73% (p=0.002 n=6)
Query/rate(nh_100[1h]),_instant_query                                                                               16.22m ± 2%   13.85m ±  0%  -14.58% (p=0.002 n=6)
Query/rate(nh_100[1h]),_range_query_with_100_steps                                                                  73.98m ± 1%   46.58m ±  1%  -37.03% (p=0.002 n=6)
Query/rate(nh_100[1h]),_range_query_with_1000_steps                                                                 605.5m ± 1%   348.9m ±  1%  -42.37% (p=0.002 n=6)
Query/rate(nh_2000[1h]),_instant_query                                                                              297.1m ± 1%   252.1m ±  1%  -15.13% (p=0.002 n=6)
Query/rate(nh_2000[1h]),_range_query_with_100_steps                                                                1475.6m ± 1%   912.2m ±  1%  -38.19% (p=0.002 n=6)
Query/rate(nh_2000[1h]),_range_query_with_1000_steps                                                                12.181 ± 0%    7.196 ±  0%  -40.93% (p=0.002 n=6)
Query/a_1_-_b_1,_instant_query                                                                                      1.324m ± 8%   1.363m ±  6%        ~ (p=0.132 n=6)
Query/a_1_-_b_1,_range_query_with_100_steps                                                                         1.469m ± 4%   1.332m ±  3%   -9.32% (p=0.002 n=6)
Query/a_1_-_b_1,_range_query_with_1000_steps                                                                        2.150m ± 2%   1.706m ±  5%  -20.66% (p=0.002 n=6)
Query/a_100_-_b_100,_instant_query                                                                                  3.794m ± 3%   3.835m ±  2%        ~ (p=0.180 n=6)
Query/a_100_-_b_100,_range_query_with_100_steps                                                                     9.681m ± 1%   5.954m ±  2%  -38.50% (p=0.002 n=6)
Query/a_100_-_b_100,_range_query_with_1000_steps                                                                    66.96m ± 1%   26.70m ±  1%  -60.12% (p=0.002 n=6)
Query/a_2000_-_b_2000,_instant_query                                                                                45.84m ± 2%   46.20m ±  1%        ~ (p=0.240 n=6)
Query/a_2000_-_b_2000,_range_query_with_100_steps                                                                  181.59m ± 1%   90.34m ±  1%  -50.25% (p=0.002 n=6)
Query/a_2000_-_b_2000,_range_query_with_1000_steps                                                                 1496.8m ± 1%   493.3m ±  1%  -67.04% (p=0.002 n=6)
Query/nh_1_/_a_1,_instant_query                                                                                     1.414m ± 6%   1.376m ±  5%        ~ (p=0.394 n=6)
Query/nh_1_/_a_1,_range_query_with_100_steps                                                                        1.627m ± 7%   1.554m ± 10%        ~ (p=0.065 n=6)
Query/nh_1_/_a_1,_range_query_with_1000_steps                                                                       3.152m ± 3%   2.716m ±  1%  -13.84% (p=0.002 n=6)
Query/nh_100_/_a_100,_instant_query                                                                                 5.898m ± 2%   5.919m ±  1%        ~ (p=0.485 n=6)
Query/nh_100_/_a_100,_range_query_with_100_steps                                                                    24.95m ± 3%   18.16m ±  1%  -27.22% (p=0.002 n=6)
Query/nh_100_/_a_100,_range_query_with_1000_steps                                                                   211.3m ± 4%   124.5m ±  2%  -41.11% (p=0.002 n=6)
Query/nh_2000_/_a_2000,_instant_query                                                                               90.16m ± 1%   89.82m ±  1%        ~ (p=0.818 n=6)
Query/nh_2000_/_a_2000,_range_query_with_100_steps                                                                  528.3m ± 1%   330.6m ±  2%  -37.41% (p=0.002 n=6)
Query/nh_2000_/_a_2000,_range_query_with_1000_steps                                                                  5.081 ± 1%    2.713 ±  1%  -46.60% (p=0.002 n=6)
Query/a_1_-_b_1,_range_query_with_10000_steps                                                                       8.821m ± 2%   4.646m ±  1%  -47.33% (p=0.002 n=6)
Query/a_100_-_b_100,_range_query_with_10000_steps                                                                   654.4m ± 1%   248.1m ±  1%  -62.08% (p=0.002 n=6)
Query/a_2000_-_b_2000,_range_query_with_10000_steps                                                                 15.520 ± 2%    4.866 ±  1%  -68.65% (p=0.002 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_instant_query                                                                   3.647m ± 2%   3.660m ±  2%        ~ (p=0.699 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_100_steps                                                      7.605m ± 1%   5.474m ±  1%  -28.01% (p=0.002 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_1000_steps                                                     46.99m ± 1%   23.20m ±  1%  -50.62% (p=0.002 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_instant_query                                                                     35.29m ± 1%   30.05m ±  1%  -14.85% (p=0.002 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_100_steps                                                       119.15m ± 1%   56.17m ±  1%  -52.86% (p=0.002 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_1000_steps                                                       891.9m ± 0%   298.0m ±  1%  -66.59% (p=0.002 n=6)
Query/a_2000{l="1234"}_-_b_2000,_instant_query                                                                      23.33m ± 1%   12.78m ±  2%  -45.21% (p=0.002 n=6)
Query/a_2000{l="1234"}_-_b_2000,_range_query_with_100_steps                                                         62.96m ± 1%   19.45m ±  1%  -69.10% (p=0.002 n=6)
Query/a_2000{l="1234"}_-_b_2000,_range_query_with_1000_steps                                                       428.72m ± 1%   86.64m ±  2%  -79.79% (p=0.002 n=6)
Query/a_2000_-_b_2000{l="1234"},_instant_query                                                                      22.69m ± 1%   12.59m ±  1%  -44.51% (p=0.002 n=6)
Query/a_2000_-_b_2000{l="1234"},_range_query_with_100_steps                                                         50.42m ± 0%   19.20m ±  2%  -61.92% (p=0.002 n=6)
Query/a_2000_-_b_2000{l="1234"},_range_query_with_1000_steps                                                       312.82m ± 1%   85.19m ±  2%  -72.77% (p=0.002 n=6)
Query/sum(a_1),_instant_query                                                                                       643.6µ ± 4%   634.1µ ±  4%        ~ (p=0.310 n=6)
Query/sum(a_1),_range_query_with_100_steps                                                                          685.5µ ± 7%   656.5µ ±  2%        ~ (p=0.093 n=6)
Query/sum(a_1),_range_query_with_1000_steps                                                                         953.4µ ± 3%   873.3µ ±  9%   -8.41% (p=0.002 n=6)
Query/sum(a_100),_instant_query                                                                                     1.886m ± 2%   1.883m ±  2%        ~ (p=0.818 n=6)
Query/sum(a_100),_range_query_with_100_steps                                                                        2.993m ± 1%   2.876m ±  1%   -3.92% (p=0.002 n=6)
Query/sum(a_100),_range_query_with_1000_steps                                                                       13.99m ± 2%   12.81m ±  1%   -8.47% (p=0.002 n=6)
Query/sum(a_2000),_instant_query                                                                                    21.74m ± 1%   21.48m ±  1%        ~ (p=0.093 n=6)
Query/sum(a_2000),_range_query_with_100_steps                                                                       45.52m ± 1%   41.90m ±  2%   -7.95% (p=0.002 n=6)
Query/sum(a_2000),_range_query_with_1000_steps                                                                      282.3m ± 2%   230.9m ±  1%  -18.18% (p=0.002 n=6)
Query/sum_without_(l)(h_1),_instant_query                                                                           803.8µ ± 5%   771.2µ ±  6%   -4.06% (p=0.026 n=6)
Query/sum_without_(l)(h_1),_range_query_with_100_steps                                                              891.5µ ± 3%   854.8µ ±  3%   -4.11% (p=0.004 n=6)
Query/sum_without_(l)(h_1),_range_query_with_1000_steps                                                             1.643m ± 2%   1.532m ±  2%   -6.79% (p=0.002 n=6)
Query/sum_without_(l)(h_100),_instant_query                                                                         7.596m ± 2%   7.485m ±  1%   -1.46% (p=0.026 n=6)
Query/sum_without_(l)(h_100),_range_query_with_100_steps                                                            14.73m ± 2%   13.89m ±  1%   -5.73% (p=0.002 n=6)
Query/sum_without_(l)(h_100),_range_query_with_1000_steps                                                           88.79m ± 2%   74.18m ±  1%  -16.45% (p=0.002 n=6)
Query/sum_without_(l)(h_2000),_instant_query                                                                        135.4m ± 1%   133.4m ±  1%   -1.49% (p=0.009 n=6)
Query/sum_without_(l)(h_2000),_range_query_with_100_steps                                                           282.7m ± 1%   258.5m ±  1%   -8.54% (p=0.002 n=6)
Query/sum_without_(l)(h_2000),_range_query_with_1000_steps                                                           1.968 ± 1%    1.431 ±  1%  -27.31% (p=0.002 n=6)
Query/sum_without_(le)(h_1),_instant_query                                                                          767.3µ ± 3%   774.5µ ±  6%        ~ (p=0.818 n=6)
Query/sum_without_(le)(h_1),_range_query_with_100_steps                                                             874.3µ ± 4%   834.9µ ±  2%   -4.51% (p=0.002 n=6)
Query/sum_without_(le)(h_1),_range_query_with_1000_steps                                                            1.594m ± 2%   1.495m ±  2%   -6.17% (p=0.002 n=6)
Query/sum_without_(le)(h_100),_instant_query                                                                        7.673m ± 2%   7.568m ±  2%   -1.36% (p=0.041 n=6)
Query/sum_without_(le)(h_100),_range_query_with_100_steps                                                           14.98m ± 1%   13.95m ±  2%   -6.88% (p=0.002 n=6)
Query/sum_without_(le)(h_100),_range_query_with_1000_steps                                                          90.52m ± 1%   75.42m ±  1%  -16.68% (p=0.002 n=6)
Query/sum_without_(le)(h_2000),_instant_query                                                                       137.3m ± 1%   135.5m ±  1%   -1.30% (p=0.002 n=6)
Query/sum_without_(le)(h_2000),_range_query_with_100_steps                                                          292.3m ± 1%   261.8m ±  1%  -10.43% (p=0.002 n=6)
Query/sum_without_(le)(h_2000),_range_query_with_1000_steps                                                          2.066 ± 1%    1.451 ±  1%  -29.74% (p=0.002 n=6)
Query/sum(nh_1),_instant_query                                                                                      758.4µ ± 4%   727.4µ ±  3%   -4.09% (p=0.015 n=6)
Query/sum(nh_1),_range_query_with_100_steps                                                                         903.9µ ± 3%   862.0µ ±  5%   -4.64% (p=0.015 n=6)
Query/sum(nh_1),_range_query_with_1000_steps                                                                        2.010m ± 1%   1.635m ±  3%  -18.65% (p=0.002 n=6)
Query/sum(nh_100),_instant_query                                                                                    3.967m ± 1%   3.930m ±  1%        ~ (p=0.180 n=6)
Query/sum(nh_100),_range_query_with_100_steps                                                                       15.06m ± 2%   13.26m ±  1%  -11.96% (p=0.002 n=6)
Query/sum(nh_100),_range_query_with_1000_steps                                                                     129.35m ± 2%   97.83m ±  1%  -24.37% (p=0.002 n=6)
Query/sum(nh_2000),_instant_query                                                                                   64.76m ± 1%   64.14m ±  1%        ~ (p=0.240 n=6)
Query/sum(nh_2000),_range_query_with_100_steps                                                                      322.9m ± 2%   246.7m ±  1%  -23.58% (p=0.002 n=6)
Query/sum(nh_2000),_range_query_with_1000_steps                                                                      3.058 ± 2%    1.917 ±  4%  -37.33% (p=0.002 n=6)
Query/sum_by_(l)(h_1),_instant_query                                                                                767.7µ ± 4%   754.2µ ±  2%        ~ (p=0.180 n=6)
Query/sum_by_(l)(h_1),_range_query_with_100_steps                                                                   888.9µ ± 3%   827.2µ ±  1%   -6.94% (p=0.002 n=6)
Query/sum_by_(l)(h_1),_range_query_with_1000_steps                                                                  1.608m ± 2%   1.500m ±  1%   -6.71% (p=0.002 n=6)
Query/sum_by_(l)(h_100),_instant_query                                                                              7.712m ± 1%   7.506m ±  2%   -2.67% (p=0.004 n=6)
Query/sum_by_(l)(h_100),_range_query_with_100_steps                                                                 15.03m ± 1%   13.96m ±  3%   -7.11% (p=0.002 n=6)
Query/sum_by_(l)(h_100),_range_query_with_1000_steps                                                                90.29m ± 1%   75.25m ±  1%  -16.65% (p=0.002 n=6)
Query/sum_by_(l)(h_2000),_instant_query                                                                             136.4m ± 1%   135.5m ±  1%   -0.70% (p=0.026 n=6)
Query/sum_by_(l)(h_2000),_range_query_with_100_steps                                                                289.1m ± 1%   260.2m ±  1%  -10.02% (p=0.002 n=6)
Query/sum_by_(l)(h_2000),_range_query_with_1000_steps                                                                2.069 ± 1%    1.456 ±  1%  -29.64% (p=0.002 n=6)
Query/sum_by_(le)(h_1),_instant_query                                                                               786.6µ ± 3%   769.6µ ±  4%   -2.17% (p=0.002 n=6)
Query/sum_by_(le)(h_1),_range_query_with_100_steps                                                                  900.5µ ± 4%   851.0µ ±  2%   -5.49% (p=0.004 n=6)
Query/sum_by_(le)(h_1),_range_query_with_1000_steps                                                                 1.643m ± 2%   1.517m ±  1%   -7.68% (p=0.002 n=6)
Query/sum_by_(le)(h_100),_instant_query                                                                             7.535m ± 2%   7.451m ±  1%   -1.12% (p=0.041 n=6)
Query/sum_by_(le)(h_100),_range_query_with_100_steps                                                                14.51m ± 1%   13.70m ±  2%   -5.63% (p=0.002 n=6)
Query/sum_by_(le)(h_100),_range_query_with_1000_steps                                                               88.10m ± 1%   74.16m ±  1%  -15.82% (p=0.002 n=6)
Query/sum_by_(le)(h_2000),_instant_query                                                                            135.5m ± 1%   132.5m ±  1%   -2.16% (p=0.002 n=6)
Query/sum_by_(le)(h_2000),_range_query_with_100_steps                                                               282.0m ± 2%   257.5m ±  2%   -8.69% (p=0.002 n=6)
Query/sum_by_(le)(h_2000),_range_query_with_1000_steps                                                               1.951 ± 1%    1.425 ±  0%  -26.96% (p=0.002 n=6)
Query/sum_by_(l)(nh_1),_instant_query                                                                               745.9µ ± 6%   740.0µ ±  5%        ~ (p=0.699 n=6)
Query/sum_by_(l)(nh_1),_range_query_with_100_steps                                                                  912.7µ ± 3%   832.4µ ±  3%   -8.80% (p=0.002 n=6)
Query/sum_by_(l)(nh_1),_range_query_with_1000_steps                                                                 2.009m ± 1%   1.635m ±  2%  -18.65% (p=0.002 n=6)
Query/sum_by_(l)(nh_100),_instant_query                                                                             4.040m ± 2%   3.985m ±  2%        ~ (p=0.132 n=6)
Query/sum_by_(l)(nh_100),_range_query_with_100_steps                                                                18.66m ± 3%   12.60m ±  1%  -32.47% (p=0.002 n=6)
Query/sum_by_(l)(nh_100),_range_query_with_1000_steps                                                              163.16m ± 1%   88.55m ±  1%  -45.73% (p=0.002 n=6)
Query/sum_by_(l)(nh_2000),_instant_query                                                                            67.49m ± 1%   65.85m ±  1%   -2.43% (p=0.004 n=6)
Query/sum_by_(l)(nh_2000),_range_query_with_100_steps                                                               383.2m ± 1%   231.7m ±  1%  -39.53% (p=0.002 n=6)
Query/sum_by_(l)(nh_2000),_range_query_with_1000_steps                                                               3.990 ± 2%    2.109 ±  3%  -47.15% (p=0.002 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_instant_query                                                                  1.293m ± 7%   1.320m ±  7%        ~ (p=0.699 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_100_steps                                                     1.470m ± 7%   1.328m ±  5%   -9.68% (p=0.004 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_1000_steps                                                    2.288m ± 4%   1.755m ±  3%  -23.33% (p=0.002 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_instant_query                                                              2.584m ± 3%   2.272m ±  3%  -12.07% (p=0.002 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_100_steps                                                11.003m ± 1%   5.262m ±  2%  -52.17% (p=0.002 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_1000_steps                                                87.68m ± 1%   31.82m ±  1%  -63.71% (p=0.002 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_instant_query                                                            25.06m ± 2%   19.35m ±  2%  -22.80% (p=0.002 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_100_steps                                              206.78m ± 1%   79.19m ±  2%  -61.70% (p=0.002 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_1000_steps                                             1884.5m ± 1%   595.1m ±  1%  -68.42% (p=0.002 n=6)
Query/sum(a_1_+_b_1),_instant_query                                                                                 1.324m ± 7%   1.320m ±  9%        ~ (p=0.937 n=6)
Query/sum(a_1_+_b_1),_range_query_with_100_steps                                                                    1.350m ± 4%   1.313m ±  4%   -2.71% (p=0.041 n=6)
Query/sum(a_1_+_b_1),_range_query_with_1000_steps                                                                   2.189m ± 3%   1.691m ±  4%  -22.78% (p=0.002 n=6)
Query/sum(a_100_+_b_100),_instant_query                                                                             3.727m ± 2%   3.814m ±  2%   +2.34% (p=0.015 n=6)
Query/sum(a_100_+_b_100),_range_query_with_100_steps                                                                9.669m ± 1%   5.927m ±  3%  -38.70% (p=0.002 n=6)
Query/sum(a_100_+_b_100),_range_query_with_1000_steps                                                               69.04m ± 1%   26.79m ±  2%  -61.20% (p=0.002 n=6)
Query/sum(a_2000_+_b_2000),_instant_query                                                                           46.26m ± 1%   46.28m ±  1%        ~ (p=0.485 n=6)
Query/sum(a_2000_+_b_2000),_range_query_with_100_steps                                                             184.65m ± 1%   91.20m ±  1%  -50.61% (p=0.002 n=6)
Query/sum(a_2000_+_b_2000),_range_query_with_1000_steps                                                            1518.9m ± 0%   502.4m ±  1%  -66.92% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_instant_query                                                                     765.0µ ± 3%   745.1µ ±  4%        ~ (p=0.065 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_100_steps                                                        955.8µ ± 2%   867.1µ ±  3%   -9.29% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_1000_steps                                                       2.198m ± 2%   1.653m ±  2%  -24.77% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_instant_query                                                                   4.229m ± 2%   3.286m ±  2%  -22.30% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_100_steps                                                      18.59m ± 1%   11.82m ±  2%  -36.39% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_1000_steps                                                    152.13m ± 1%   88.93m ±  1%  -41.55% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_instant_query                                                                  71.06m ± 1%   49.91m ±  3%  -29.76% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_100_steps                                                     365.4m ± 1%   216.3m ±  2%  -40.80% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_1000_steps                                                     3.225 ± 2%    1.696 ±  1%  -47.40% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_instant_query                                                                 722.7µ ± 4%   666.1µ ±  5%   -7.84% (p=0.004 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_range_query_with_100_steps                                                    770.2µ ± 3%   717.0µ ±  4%   -6.91% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_range_query_with_1000_steps                                                  1056.6µ ± 1%   921.9µ ±  4%  -12.75% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_instant_query                                                               1.323m ± 3%   1.146m ±  2%  -13.35% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_range_query_with_100_steps                                                  3.562m ± 1%   2.520m ±  2%  -29.26% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_range_query_with_1000_steps                                                 25.47m ± 2%   15.20m ±  1%  -40.33% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_instant_query                                                             11.455m ± 2%   8.070m ±  2%  -29.55% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_range_query_with_100_steps                                                 59.15m ± 1%   35.30m ±  1%  -40.32% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_range_query_with_1000_steps                                                494.3m ± 2%   278.7m ±  1%  -43.61% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_instant_query                                1.363m ± 6%   1.323m ±  4%        ~ (p=0.065 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_range_query_with_100_steps                   1.520m ± 5%   1.412m ±  6%   -7.10% (p=0.004 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_range_query_with_1000_steps                  2.446m ± 4%   1.835m ±  4%  -24.98% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_instant_query                            2.575m ± 3%   2.202m ±  2%  -14.48% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_range_query_with_100_steps               7.089m ± 1%   4.952m ±  3%  -30.14% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_range_query_with_1000_steps              49.47m ± 1%   29.63m ±  2%  -40.10% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_instant_query                          23.13m ± 1%   16.51m ±  2%  -28.64% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_range_query_with_100_steps            118.43m ± 1%   71.61m ±  1%  -39.54% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_range_query_with_1000_steps           1009.4m ± 3%   558.0m ±  1%  -44.72% (p=0.002 n=6)
geomean                                                                                                             22.63m        17.39m        -23.14%

                                                                                                         │      Prometheus      │                 Mimir                  │
                                                                                                         │         B/op         │      B/op       vs base                │
Query/a_1,_instant_query                                                                                          22.59Ki ±  0%    21.86Ki ±  0%   -3.22% (p=0.002 n=6)
Query/a_1,_range_query_with_100_steps                                                                             23.63Ki ±  0%    22.44Ki ±  0%   -5.02% (p=0.002 n=6)
Query/a_1,_range_query_with_1000_steps                                                                            28.38Ki ±  0%    27.09Ki ±  0%   -4.53% (p=0.002 n=6)
Query/a_100,_instant_query                                                                                        175.1Ki ±  0%    159.5Ki ±  0%   -8.94% (p=0.002 n=6)
Query/a_100,_range_query_with_100_steps                                                                           227.7Ki ±  0%    216.1Ki ±  0%   -5.13% (p=0.002 n=6)
Query/a_100,_range_query_with_1000_steps                                                                          675.1Ki ±  0%    666.8Ki ±  1%   -1.23% (p=0.002 n=6)
Query/a_2000,_instant_query                                                                                       3.050Mi ±  0%    2.725Mi ±  0%  -10.64% (p=0.002 n=6)
Query/a_2000,_range_query_with_100_steps                                                                          4.002Mi ±  0%    3.842Mi ±  2%   -4.00% (p=0.002 n=6)
Query/a_2000,_range_query_with_1000_steps                                                                         12.63Mi ±  0%    12.48Mi ±  1%   -1.13% (p=0.002 n=6)
Query/nh_1,_instant_query                                                                                         37.86Ki ±  0%    37.17Ki ±  0%   -1.82% (p=0.002 n=6)
Query/nh_1_+_nh_1,_instant_query                                                                                  76.61Ki ±  0%    73.26Ki ±  0%   -4.38% (p=0.000 n=12)
Query/nh_1,_range_query_with_100_steps                                                                            92.91Ki ±  0%    91.71Ki ±  0%   -1.29% (p=0.002 n=6)
Query/nh_1_+_nh_1,_range_query_with_100_steps                                                                     215.8Ki ±  0%    209.7Ki ±  0%   -2.81% (p=0.000 n=12)
Query/nh_1,_range_query_with_1000_steps                                                                           551.6Ki ±  0%    551.5Ki ±  0%        ~ (p=0.589 n=6)
Query/nh_1_+_nh_1,_range_query_with_1000_steps                                                                    1.368Mi ±  0%    1.339Mi ±  0%   -2.11% (p=0.000 n=12)
Query/nh_100,_instant_query                                                                                       986.9Ki ±  0%    970.8Ki ±  0%   -1.63% (p=0.002 n=6)
Query/nh_100_+_nh_100,_instant_query                                                                              2.042Mi ±  0%    1.948Mi ±  0%   -4.59% (p=0.000 n=12)
Query/nh_100,_range_query_with_100_steps                                                                          5.919Mi ±  0%    5.916Mi ±  0%   -0.05% (p=0.002 n=6)
Query/nh_100_+_nh_100,_range_query_with_100_steps                                                                 14.49Mi ±  0%    14.56Mi ±  0%   +0.45% (p=0.000 n=12)
Query/nh_100,_range_query_with_1000_steps                                                                         50.68Mi ±  0%    50.68Mi ±  0%        ~ (p=0.818 n=6)
Query/nh_100_+_nh_100,_range_query_with_1000_steps                                                                127.4Mi ±  0%    127.8Mi ±  0%        ~ (p=0.514 n=12)
Query/nh_2000,_instant_query                                                                                      18.67Mi ±  0%    18.36Mi ±  0%   -1.70% (p=0.002 n=6)
Query/nh_2000_+_nh_2000,_instant_query                                                                            40.23Mi ±  0%    38.25Mi ±  0%   -4.93% (p=0.000 n=12)
Query/nh_2000,_range_query_with_100_steps                                                                         118.6Mi ±  0%    118.8Mi ±  1%        ~ (p=0.818 n=6)
Query/nh_2000_+_nh_2000,_range_query_with_100_steps                                                               292.5Mi ±  0%    292.1Mi ±  0%   -0.14% (p=0.014 n=12)
Query/nh_2000,_range_query_with_1000_steps                                                                        1.015Gi ±  0%    1.019Gi ±  0%   +0.40% (p=0.002 n=6)
Query/nh_2000_+_nh_2000,_range_query_with_1000_steps                                                              2.540Gi ±  0%    2.515Gi ±  0%   -0.96% (p=0.000 n=12)
Query/a_1[1m],_instant_query                                                                                      23.68Ki ±  0%    21.65Ki ±  0%   -8.59% (p=0.002 n=6)
Query/a_100[1m],_instant_query                                                                                    141.8Ki ±  0%    116.9Ki ±  0%  -17.55% (p=0.002 n=6)
Query/a_2000[1m],_instant_query                                                                                   2.358Mi ±  0%    1.941Mi ±  0%  -17.66% (p=0.002 n=6)
Query/rate(a_1[1m]),_instant_query                                                                                24.56Ki ±  0%    21.91Ki ±  0%  -10.77% (p=0.002 n=6)
Query/rate(a_1[1m]),_range_query_with_100_steps                                                                   25.46Ki ±  2%    22.37Ki ±  0%  -12.14% (p=0.002 n=6)
Query/rate(a_1[1m]),_range_query_with_1000_steps                                                                  30.42Ki ±  1%    27.17Ki ±  1%  -10.69% (p=0.002 n=6)
Query/rate(a_100[1m]),_instant_query                                                                              156.0Ki ±  0%    116.6Ki ±  0%  -25.21% (p=0.002 n=6)
Query/rate(a_100[1m]),_range_query_with_100_steps                                                                 195.4Ki ±  0%    160.5Ki ±  0%  -17.84% (p=0.002 n=6)
Query/rate(a_100[1m]),_range_query_with_1000_steps                                                                673.0Ki ±  1%    637.7Ki ±  0%   -5.25% (p=0.002 n=6)
Query/rate(a_2000[1m]),_instant_query                                                                             2.642Mi ±  0%    1.868Mi ±  0%  -29.31% (p=0.002 n=6)
Query/rate(a_2000[1m]),_range_query_with_100_steps                                                                3.427Mi ±  0%    2.793Mi ±  1%  -18.49% (p=0.002 n=6)
Query/rate(a_2000[1m]),_range_query_with_1000_steps                                                               12.49Mi ±  0%    11.91Mi ±  0%   -4.64% (p=0.002 n=6)
Query/rate(a_1[1m]),_range_query_with_10000_steps                                                                 87.18Ki ±  6%    80.61Ki ±  5%   -7.53% (p=0.002 n=6)
Query/rate(a_100[1m]),_range_query_with_10000_steps                                                               5.623Mi ±  3%    5.695Mi ±  1%        ~ (p=0.394 n=6)
Query/rate(a_2000[1m]),_range_query_with_10000_steps                                                             1079.4Mi ±  0%    610.4Mi ±  0%  -43.45% (p=0.002 n=6)
Query/rate(nh_1[1m]),_instant_query                                                                               30.08Ki ±  0%    27.63Ki ±  0%   -8.14% (p=0.002 n=6)
Query/rate(nh_1[1m]),_range_query_with_100_steps                                                                  66.99Ki ±  0%    59.37Ki ±  0%  -11.37% (p=0.002 n=6)
Query/rate(nh_1[1m]),_range_query_with_1000_steps                                                                 314.2Ki ±  0%    292.9Ki ±  0%   -6.79% (p=0.002 n=6)
Query/rate(nh_100[1m]),_instant_query                                                                             202.1Ki ±  0%    155.6Ki ±  0%  -22.98% (p=0.002 n=6)
Query/rate(nh_100[1m]),_range_query_with_100_steps                                                                2.869Mi ±  0%    2.676Mi ±  0%   -6.75% (p=0.002 n=6)
Query/rate(nh_100[1m]),_range_query_with_1000_steps                                                               26.81Mi ±  0%    25.24Mi ±  0%   -5.85% (p=0.002 n=6)
Query/rate(nh_2000[1m]),_instant_query                                                                            3.433Mi ±  0%    2.511Mi ±  0%  -26.86% (p=0.002 n=6)
Query/rate(nh_2000[1m]),_range_query_with_100_steps                                                               56.32Mi ±  0%    52.57Mi ±  0%   -6.66% (p=0.002 n=6)
Query/rate(nh_2000[1m]),_range_query_with_1000_steps                                                              566.3Mi ±  0%    539.4Mi ±  0%   -4.74% (p=0.002 n=6)
Query/rate(nh_1[1m]),_range_query_with_10000_steps                                                                2.845Mi ±  1%    2.607Mi ±  0%   -8.36% (p=0.002 n=6)
Query/rate(nh_100[1m]),_range_query_with_10000_steps                                                              314.9Mi ±  0%    276.2Mi ±  0%  -12.29% (p=0.002 n=6)
Query/rate(nh_2000[1m]),_range_query_with_10000_steps                                                             6.135Gi ±  0%    5.379Gi ±  0%  -12.33% (p=0.002 n=6)
Query/rate(a_1[1d]),_instant_query                                                                               641.46Ki ±  3%    77.88Ki ±  5%  -87.86% (p=0.002 n=6)
Query/rate(a_1[1d]),_range_query_with_100_steps                                                                  650.96Ki ±  1%    78.36Ki ±  6%  -87.96% (p=0.002 n=6)
Query/rate(a_1[1d]),_range_query_with_1000_steps                                                                 649.01Ki ±  7%    71.63Ki ± 28%  -88.96% (p=0.002 n=6)
Query/rate(a_100[1d]),_instant_query                                                                              5.593Mi ±  2%    5.128Mi ±  2%   -8.30% (p=0.002 n=6)
Query/rate(a_100[1d]),_range_query_with_100_steps                                                                 5.700Mi ±  3%    5.093Mi ±  3%  -10.64% (p=0.002 n=6)
Query/rate(a_100[1d]),_range_query_with_1000_steps                                                                8.408Mi ±  1%    5.677Mi ±  2%  -32.48% (p=0.002 n=6)
Query/rate(a_2000[1d]),_instant_query                                                                             97.37Mi ±  0%    96.33Mi ±  0%   -1.07% (p=0.002 n=6)
Query/rate(a_2000[1d]),_range_query_with_100_steps                                                                101.0Mi ±  1%    100.8Mi ±  1%        ~ (p=0.937 n=6)
Query/rate(a_2000[1d]),_range_query_with_1000_steps                                                               136.0Mi ±  0%    135.4Mi ±  0%   -0.45% (p=0.002 n=6)
Query/rate(nh_1[1h]),_instant_query                                                                               150.2Ki ±  1%    101.3Ki ±  1%  -32.55% (p=0.002 n=6)
Query/rate(nh_1[1h]),_range_query_with_100_steps                                                                  203.8Ki ±  0%    118.2Ki ±  1%  -41.99% (p=0.002 n=6)
Query/rate(nh_1[1h]),_range_query_with_1000_steps                                                                 468.4Ki ±  1%    363.8Ki ±  1%  -22.34% (p=0.002 n=6)
Query/rate(nh_100[1h]),_instant_query                                                                             585.3Ki ±  3%    478.0Ki ±  1%  -18.32% (p=0.002 n=6)
Query/rate(nh_100[1h]),_range_query_with_100_steps                                                                3.277Mi ±  1%    2.990Mi ±  1%   -8.78% (p=0.002 n=6)
Query/rate(nh_100[1h]),_range_query_with_1000_steps                                                               27.30Mi ±  0%    25.61Mi ±  0%   -6.17% (p=0.002 n=6)
Query/rate(nh_2000[1h]),_instant_query                                                                            8.315Mi ±  1%    7.278Mi ±  3%  -12.48% (p=0.002 n=6)
Query/rate(nh_2000[1h]),_range_query_with_100_steps                                                               65.14Mi ±  0%    57.39Mi ±  0%  -11.91% (p=0.002 n=6)
Query/rate(nh_2000[1h]),_range_query_with_1000_steps                                                              570.4Mi ±  0%    543.0Mi ±  0%   -4.79% (p=0.002 n=6)
Query/a_1_-_b_1,_instant_query                                                                                    46.10Ki ±  0%    42.52Ki ±  0%   -7.77% (p=0.002 n=6)
Query/a_1_-_b_1,_range_query_with_100_steps                                                                       52.40Ki ±  0%    45.56Ki ±  0%  -13.04% (p=0.002 n=6)
Query/a_1_-_b_1,_range_query_with_1000_steps                                                                     104.33Ki ±  0%    69.15Ki ±  0%  -33.72% (p=0.002 n=6)
Query/a_100_-_b_100,_instant_query                                                                                441.4Ki ±  0%    344.6Ki ±  0%  -21.93% (p=0.002 n=6)
Query/a_100_-_b_100,_range_query_with_100_steps                                                                   646.5Ki ±  0%    658.8Ki ±  0%   +1.91% (p=0.002 n=6)
Query/a_100_-_b_100,_range_query_with_1000_steps                                                                  2.353Mi ±  1%    2.901Mi ±  0%  +23.27% (p=0.002 n=6)
Query/a_2000_-_b_2000,_instant_query                                                                              8.279Mi ±  0%    6.053Mi ±  0%  -26.88% (p=0.002 n=6)
Query/a_2000_-_b_2000,_range_query_with_100_steps                                                                 10.41Mi ±  1%    12.13Mi ±  0%  +16.53% (p=0.002 n=6)
Query/a_2000_-_b_2000,_range_query_with_1000_steps                                                               123.24Mi ±  0%    57.62Mi ±  1%  -53.25% (p=0.002 n=6)
Query/nh_1_/_a_1,_instant_query                                                                                   61.58Ki ±  0%    57.99Ki ±  0%   -5.83% (p=0.002 n=6)
Query/nh_1_/_a_1,_range_query_with_100_steps                                                                      147.0Ki ±  0%    138.4Ki ±  0%   -5.87% (p=0.002 n=6)
Query/nh_1_/_a_1,_range_query_with_1000_steps                                                                     881.1Ki ±  0%    831.9Ki ±  0%   -5.59% (p=0.002 n=6)
Query/nh_100_/_a_100,_instant_query                                                                               1.249Mi ±  0%    1.155Mi ±  0%   -7.58% (p=0.002 n=6)
Query/nh_100_/_a_100,_range_query_with_100_steps                                                                  8.806Mi ±  0%    8.640Mi ±  0%   -1.88% (p=0.002 n=6)
Query/nh_100_/_a_100,_range_query_with_1000_steps                                                                 77.24Mi ±  1%    76.47Mi ±  0%   -1.00% (p=0.002 n=6)
Query/nh_2000_/_a_2000,_instant_query                                                                             24.54Mi ±  0%    22.27Mi ±  1%   -9.22% (p=0.002 n=6)
Query/nh_2000_/_a_2000,_range_query_with_100_steps                                                                177.3Mi ±  0%    174.1Mi ±  1%   -1.79% (p=0.002 n=6)
Query/nh_2000_/_a_2000,_range_query_with_1000_steps                                                               1.569Gi ±  0%    1.511Gi ±  0%   -3.71% (p=0.002 n=6)
Query/a_1_-_b_1,_range_query_with_10000_steps                                                                     685.4Ki ±  3%    432.1Ki ±  3%  -36.96% (p=0.002 n=6)
Query/a_100_-_b_100,_range_query_with_10000_steps                                                                 20.95Mi ±  1%    36.17Mi ±  1%  +72.69% (p=0.002 n=6)
Query/a_2000_-_b_2000,_range_query_with_10000_steps                                                               3.055Gi ±  0%    1.193Gi ±  0%  -60.95% (p=0.002 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_instant_query                                                                 344.4Ki ±  0%    263.3Ki ±  0%  -23.56% (p=0.002 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_100_steps                                                    512.2Ki ±  0%    445.4Ki ±  0%  -13.03% (p=0.002 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_1000_steps                                                   1.951Mi ±  0%    1.789Mi ±  0%   -8.29% (p=0.002 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_instant_query                                                                   6.214Mi ±  0%    4.079Mi ±  0%  -34.36% (p=0.002 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_100_steps                                                      7.757Mi ±  0%    7.467Mi ±  0%   -3.75% (p=0.002 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_1000_steps                                                     21.31Mi ±  2%    32.47Mi ±  0%  +52.37% (p=0.002 n=6)
Query/a_2000{l="1234"}_-_b_2000,_instant_query                                                                    4.295Mi ±  0%    1.955Mi ±  3%  -54.48% (p=0.002 n=6)
Query/a_2000{l="1234"}_-_b_2000,_range_query_with_100_steps                                                       5.372Mi ±  0%    2.549Mi ±  5%  -52.54% (p=0.002 n=6)
Query/a_2000{l="1234"}_-_b_2000,_range_query_with_1000_steps                                                     14.022Mi ±  1%    6.016Mi ± 11%  -57.09% (p=0.002 n=6)
Query/a_2000_-_b_2000{l="1234"},_instant_query                                                                    3.664Mi ±  0%    2.061Mi ±  1%  -43.75% (p=0.002 n=6)
Query/a_2000_-_b_2000{l="1234"},_range_query_with_100_steps                                                       4.742Mi ±  0%    2.624Mi ±  9%  -44.66% (p=0.002 n=6)
Query/a_2000_-_b_2000{l="1234"},_range_query_with_1000_steps                                                     13.635Mi ±  2%    5.950Mi ±  4%  -56.37% (p=0.002 n=6)
Query/sum(a_1),_instant_query                                                                                     23.73Ki ±  0%    22.29Ki ±  0%   -6.06% (p=0.002 n=6)
Query/sum(a_1),_range_query_with_100_steps                                                                        24.75Ki ±  0%    22.90Ki ±  0%   -7.51% (p=0.002 n=6)
Query/sum(a_1),_range_query_with_1000_steps                                                                       29.53Ki ±  0%    27.63Ki ±  0%   -6.44% (p=0.002 n=6)
Query/sum(a_100),_instant_query                                                                                   179.6Ki ±  0%    160.6Ki ±  0%  -10.56% (p=0.002 n=6)
Query/sum(a_100),_range_query_with_100_steps                                                                      235.4Ki ±  0%    216.9Ki ±  0%   -7.86% (p=0.002 n=6)
Query/sum(a_100),_range_query_with_1000_steps                                                                     684.7Ki ±  0%    671.5Ki ±  1%   -1.94% (p=0.002 n=6)
Query/sum(a_2000),_instant_query                                                                                  3.112Mi ±  0%    2.718Mi ±  0%  -12.64% (p=0.002 n=6)
Query/sum(a_2000),_range_query_with_100_steps                                                                     4.147Mi ±  1%    3.758Mi ±  0%   -9.38% (p=0.002 n=6)
Query/sum(a_2000),_range_query_with_1000_steps                                                                    12.76Mi ±  0%    12.57Mi ±  1%   -1.48% (p=0.002 n=6)
Query/sum_without_(l)(h_1),_instant_query                                                                         33.23Ki ±  0%    30.87Ki ±  0%   -7.11% (p=0.002 n=6)
Query/sum_without_(l)(h_1),_range_query_with_100_steps                                                            36.82Ki ±  0%    34.18Ki ±  0%   -7.17% (p=0.002 n=6)
Query/sum_without_(l)(h_1),_range_query_with_1000_steps                                                           64.47Ki ±  0%    62.06Ki ±  1%   -3.74% (p=0.002 n=6)
Query/sum_without_(l)(h_100),_instant_query                                                                      1062.0Ki ±  0%    927.5Ki ±  0%  -12.67% (p=0.002 n=6)
Query/sum_without_(l)(h_100),_range_query_with_100_steps                                                          1.352Mi ±  0%    1.222Mi ±  0%   -9.66% (p=0.002 n=6)
Query/sum_without_(l)(h_100),_range_query_with_1000_steps                                                         4.005Mi ±  0%    3.862Mi ±  1%   -3.56% (p=0.002 n=6)
Query/sum_without_(l)(h_2000),_instant_query                                                                      21.91Mi ±  0%    19.24Mi ±  0%  -12.20% (p=0.002 n=6)
Query/sum_without_(l)(h_2000),_range_query_with_100_steps                                                         27.90Mi ±  0%    25.56Mi ±  0%   -8.36% (p=0.002 n=6)
Query/sum_without_(l)(h_2000),_range_query_with_1000_steps                                                       268.67Mi ±  0%    79.04Mi ±  0%  -70.58% (p=0.002 n=6)
Query/sum_without_(le)(h_1),_instant_query                                                                        31.66Ki ±  1%    30.69Ki ±  0%   -3.05% (p=0.002 n=6)
Query/sum_without_(le)(h_1),_range_query_with_100_steps                                                           35.46Ki ±  0%    33.98Ki ±  0%   -4.16% (p=0.002 n=6)
Query/sum_without_(le)(h_1),_range_query_with_1000_steps                                                          63.12Ki ±  0%    61.73Ki ±  1%   -2.21% (p=0.002 n=6)
Query/sum_without_(le)(h_100),_instant_query                                                                     1101.4Ki ±  0%    948.6Ki ±  0%  -13.87% (p=0.002 n=6)
Query/sum_without_(le)(h_100),_range_query_with_100_steps                                                         1.386Mi ±  0%    1.245Mi ±  0%  -10.14% (p=0.002 n=6)
Query/sum_without_(le)(h_100),_range_query_with_1000_steps                                                        4.031Mi ±  1%    3.891Mi ±  0%   -3.48% (p=0.002 n=6)
Query/sum_without_(le)(h_2000),_instant_query                                                                     22.83Mi ±  1%    19.91Mi ±  0%  -12.77% (p=0.002 n=6)
Query/sum_without_(le)(h_2000),_range_query_with_100_steps                                                        28.62Mi ±  0%    27.78Mi ±  2%   -2.95% (p=0.002 n=6)
Query/sum_without_(le)(h_2000),_range_query_with_1000_steps                                                       300.7Mi ±  0%    111.2Mi ±  0%  -63.00% (p=0.002 n=6)
Query/sum(nh_1),_instant_query                                                                                    39.29Ki ±  0%    37.60Ki ±  0%   -4.30% (p=0.002 n=6)
Query/sum(nh_1),_range_query_with_100_steps                                                                      119.38Ki ±  1%    92.53Ki ±  0%  -22.49% (p=0.002 n=6)
Query/sum(nh_1),_range_query_with_1000_steps                                                                      803.9Ki ±  0%    553.4Ki ±  0%  -31.16% (p=0.002 n=6)
Query/sum(nh_100),_instant_query                                                                                  991.8Ki ±  0%    972.0Ki ±  0%   -2.00% (p=0.002 n=6)
Query/sum(nh_100),_range_query_with_100_steps                                                                     5.951Mi ±  0%    5.918Mi ±  0%   -0.55% (p=0.002 n=6)
Query/sum(nh_100),_range_query_with_1000_steps                                                                    51.02Mi ±  0%    50.65Mi ±  0%   -0.72% (p=0.002 n=6)
Query/sum(nh_2000),_instant_query                                                                                 18.74Mi ±  0%    18.37Mi ±  0%   -2.01% (p=0.002 n=6)
Query/sum(nh_2000),_range_query_with_100_steps                                                                    118.9Mi ±  0%    117.8Mi ±  0%   -0.93% (p=0.002 n=6)
Query/sum(nh_2000),_range_query_with_1000_steps                                                                  1039.4Mi ±  0%   1008.8Mi ±  0%   -2.94% (p=0.002 n=6)
Query/sum_by_(l)(h_1),_instant_query                                                                              31.63Ki ±  0%    30.65Ki ±  0%   -3.09% (p=0.002 n=6)
Query/sum_by_(l)(h_1),_range_query_with_100_steps                                                                 35.42Ki ±  0%    33.94Ki ±  0%   -4.19% (p=0.002 n=6)
Query/sum_by_(l)(h_1),_range_query_with_1000_steps                                                                63.06Ki ±  0%    61.88Ki ±  0%   -1.86% (p=0.002 n=6)
Query/sum_by_(l)(h_100),_instant_query                                                                           1100.7Ki ±  0%    947.3Ki ±  0%  -13.93% (p=0.002 n=6)
Query/sum_by_(l)(h_100),_range_query_with_100_steps                                                               1.385Mi ±  0%    1.243Mi ±  0%  -10.29% (p=0.002 n=6)
Query/sum_by_(l)(h_100),_range_query_with_1000_steps                                                              4.036Mi ±  1%    3.893Mi ±  0%   -3.55% (p=0.002 n=6)
Query/sum_by_(l)(h_2000),_instant_query                                                                           22.80Mi ±  0%    19.88Mi ±  0%  -12.80% (p=0.002 n=6)
Query/sum_by_(l)(h_2000),_range_query_with_100_steps                                                              28.63Mi ±  0%    27.84Mi ±  2%   -2.75% (p=0.002 n=6)
Query/sum_by_(l)(h_2000),_range_query_with_1000_steps                                                             300.6Mi ±  0%    111.3Mi ±  0%  -62.99% (p=0.002 n=6)
Query/sum_by_(le)(h_1),_instant_query                                                                             33.20Ki ±  0%    30.86Ki ±  0%   -7.05% (p=0.002 n=6)
Query/sum_by_(le)(h_1),_range_query_with_100_steps                                                                36.82Ki ±  0%    34.16Ki ±  0%   -7.22% (p=0.002 n=6)
Query/sum_by_(le)(h_1),_range_query_with_1000_steps                                                               64.37Ki ±  0%    62.00Ki ±  0%   -3.68% (p=0.002 n=6)
Query/sum_by_(le)(h_100),_instant_query                                                                          1063.0Ki ±  0%    927.7Ki ±  0%  -12.73% (p=0.002 n=6)
Query/sum_by_(le)(h_100),_range_query_with_100_steps                                                              1.352Mi ±  0%    1.220Mi ±  0%   -9.70% (p=0.002 n=6)
Query/sum_by_(le)(h_100),_range_query_with_1000_steps                                                             4.012Mi ±  0%    3.868Mi ±  1%   -3.60% (p=0.002 n=6)
Query/sum_by_(le)(h_2000),_instant_query                                                                          21.94Mi ±  1%    19.23Mi ±  0%  -12.36% (p=0.002 n=6)
Query/sum_by_(le)(h_2000),_range_query_with_100_steps                                                             27.89Mi ±  0%    25.58Mi ±  1%   -8.28% (p=0.002 n=6)
Query/sum_by_(le)(h_2000),_range_query_with_1000_steps                                                           268.77Mi ±  0%    79.06Mi ±  0%  -70.58% (p=0.002 n=6)
Query/sum_by_(l)(nh_1),_instant_query                                                                             39.37Ki ±  0%    39.00Ki ±  0%   -0.94% (p=0.002 n=6)
Query/sum_by_(l)(nh_1),_range_query_with_100_steps                                                               119.48Ki ±  0%    93.87Ki ±  0%  -21.43% (p=0.002 n=6)
Query/sum_by_(l)(nh_1),_range_query_with_1000_steps                                                               803.8Ki ±  0%    554.5Ki ±  0%  -31.02% (p=0.002 n=6)
Query/sum_by_(l)(nh_100),_instant_query                                                                          1057.2Ki ±  0%    993.6Ki ±  0%   -6.01% (p=0.002 n=6)
Query/sum_by_(l)(nh_100),_range_query_with_100_steps                                                              8.432Mi ±  0%    5.968Mi ±  0%  -29.22% (p=0.002 n=6)
Query/sum_by_(l)(nh_100),_range_query_with_1000_steps                                                             75.21Mi ±  0%    50.78Mi ±  0%  -32.49% (p=0.002 n=6)
Query/sum_by_(l)(nh_2000),_instant_query                                                                          20.15Mi ±  0%    19.02Mi ±  0%   -5.65% (p=0.002 n=6)
Query/sum_by_(l)(nh_2000),_range_query_with_100_steps                                                             169.4Mi ±  1%    120.1Mi ±  0%  -29.07% (p=0.002 n=6)
Query/sum_by_(l)(nh_2000),_range_query_with_1000_steps                                                            1.524Gi ±  0%    1.020Gi ±  0%  -33.05% (p=0.002 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_instant_query                                                                50.06Ki ±  0%    42.53Ki ±  0%  -15.03% (p=0.002 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_100_steps                                                   56.05Ki ±  0%    45.43Ki ±  0%  -18.95% (p=0.002 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_1000_steps                                                 108.67Ki ±  0%    69.30Ki ±  0%  -36.23% (p=0.002 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_instant_query                                                            398.1Ki ±  0%    253.8Ki ±  0%  -36.25% (p=0.002 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_100_steps                                               578.9Ki ±  0%    542.7Ki ±  0%   -6.26% (p=0.002 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_1000_steps                                              2.342Mi ±  1%    2.841Mi ±  0%  +21.32% (p=0.002 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_instant_query                                                          7.355Mi ±  0%    4.259Mi ±  0%  -42.10% (p=0.002 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_100_steps                                             9.015Mi ±  1%   10.009Mi ±  1%  +11.04% (p=0.002 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_1000_steps                                           122.93Mi ±  1%    56.33Mi ±  1%  -54.18% (p=0.002 n=6)
Query/sum(a_1_+_b_1),_instant_query                                                                               47.40Ki ±  1%    42.89Ki ±  0%   -9.53% (p=0.002 n=6)
Query/sum(a_1_+_b_1),_range_query_with_100_steps                                                                  53.70Ki ±  1%    46.07Ki ±  0%  -14.21% (p=0.002 n=6)
Query/sum(a_1_+_b_1),_range_query_with_1000_steps                                                                105.73Ki ±  0%    69.69Ki ±  1%  -34.08% (p=0.002 n=6)
Query/sum(a_100_+_b_100),_instant_query                                                                           445.9Ki ±  0%    345.3Ki ±  0%  -22.56% (p=0.002 n=6)
Query/sum(a_100_+_b_100),_range_query_with_100_steps                                                              655.4Ki ±  0%    657.6Ki ±  0%   +0.34% (p=0.002 n=6)
Query/sum(a_100_+_b_100),_range_query_with_1000_steps                                                             2.360Mi ±  0%    2.906Mi ±  0%  +23.10% (p=0.002 n=6)
Query/sum(a_2000_+_b_2000),_instant_query                                                                         8.341Mi ±  0%    6.046Mi ±  0%  -27.51% (p=0.002 n=6)
Query/sum(a_2000_+_b_2000),_range_query_with_100_steps                                                            10.55Mi ±  1%    12.02Mi ±  0%  +13.91% (p=0.002 n=6)
Query/sum(a_2000_+_b_2000),_range_query_with_1000_steps                                                          123.60Mi ±  0%    58.72Mi ±  1%  -52.49% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_instant_query                                                                   34.63Ki ±  0%    28.67Ki ±  0%  -17.23% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_100_steps                                                      37.13Ki ±  0%    31.29Ki ±  0%  -15.73% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_1000_steps                                                     65.94Ki ±  0%    60.16Ki ±  0%   -8.77% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_instant_query                                                                 937.9Ki ±  0%    667.4Ki ±  0%  -28.85% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_100_steps                                                   1202.2Ki ±  0%    933.9Ki ±  0%  -22.32% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_1000_steps                                                   3.998Mi ±  0%    3.706Mi ±  1%   -7.29% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_instant_query                                                                19.39Mi ±  0%    14.04Mi ±  1%  -27.59% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_100_steps                                                   24.29Mi ±  0%    19.29Mi ±  0%  -20.56% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_1000_steps                                                 267.87Mi ±  0%    75.62Mi ±  0%  -71.77% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_instant_query                                                               26.14Ki ±  0%    23.82Ki ±  0%   -8.90% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_range_query_with_100_steps                                                  27.10Ki ±  0%    24.26Ki ±  0%  -10.45% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_range_query_with_1000_steps                                                 32.11Ki ±  0%    29.18Ki ±  1%   -9.14% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_instant_query                                                             161.3Ki ±  0%    119.4Ki ±  0%  -25.98% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_range_query_with_100_steps                                                204.4Ki ±  0%    162.9Ki ±  0%  -20.30% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_range_query_with_1000_steps                                               685.4Ki ±  0%    644.9Ki ±  1%   -5.91% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_instant_query                                                            2.710Mi ±  0%    1.864Mi ±  0%  -31.21% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_range_query_with_100_steps                                               3.560Mi ±  0%    2.724Mi ±  0%  -23.51% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_range_query_with_1000_steps                                              12.63Mi ±  2%    12.02Mi ±  1%   -4.81% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_instant_query                              54.36Ki ±  0%    46.31Ki ±  0%  -14.81% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_range_query_with_100_steps                 60.02Ki ±  0%    49.27Ki ±  0%  -17.92% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_range_query_with_1000_steps               112.64Ki ±  0%    73.32Ki ±  0%  -34.91% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_instant_query                          324.0Ki ±  0%    237.6Ki ±  0%  -26.67% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_range_query_with_100_steps             415.5Ki ±  0%    326.6Ki ±  0%  -21.40% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_range_query_with_1000_steps            1.382Mi ±  1%    1.272Mi ±  0%   -7.94% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_instant_query                        5.405Mi ±  0%    3.723Mi ±  0%  -31.12% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_range_query_with_100_steps           7.127Mi ±  1%    5.453Mi ±  0%  -23.48% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_range_query_with_1000_steps          58.37Mi ± 55%    24.46Mi ±  2%  -58.10% (p=0.002 n=6)
geomean                                                                                                           1.995Mi          1.627Mi        -18.46%

                                                                                                         │      Prometheus      │                Mimir                │
                                                                                                         │      allocs/op       │  allocs/op   vs base                │
Query/a_1,_instant_query                                                                                             392.0 ± 0%    377.0 ± 0%   -3.83% (p=0.002 n=6)
Query/a_1,_range_query_with_100_steps                                                                                402.0 ± 0%    382.0 ± 0%   -4.98% (p=0.002 n=6)
Query/a_1,_range_query_with_1000_steps                                                                               434.0 ± 0%    414.0 ± 0%   -4.61% (p=0.002 n=6)
Query/a_100,_instant_query                                                                                          2.309k ± 0%   2.288k ± 0%   -0.91% (p=0.002 n=6)
Query/a_100,_range_query_with_100_steps                                                                             2.721k ± 0%   2.695k ± 0%   -0.96% (p=0.002 n=6)
Query/a_100,_range_query_with_1000_steps                                                                            5.926k ± 0%   5.904k ± 0%   -0.37% (p=0.002 n=6)
Query/a_2000,_instant_query                                                                                         38.84k ± 0%   38.79k ± 0%   -0.12% (p=0.002 n=6)
Query/a_2000,_range_query_with_100_steps                                                                            46.89k ± 0%   46.86k ± 0%        ~ (p=0.065 n=6)
Query/a_2000,_range_query_with_1000_steps                                                                           111.0k ± 0%   110.9k ± 0%   -0.02% (p=0.006 n=6)
Query/nh_1,_instant_query                                                                                            656.0 ± 0%    641.0 ± 0%   -2.29% (p=0.002 n=6)
Query/nh_1_+_nh_1,_instant_query                                                                                    1.319k ± 0%   1.271k ± 0%   -3.68% (p=0.000 n=12)
Query/nh_1,_range_query_with_100_steps                                                                              1.734k ± 0%   1.715k ± 0%   -1.12% (p=0.002 n=6)
Query/nh_1_+_nh_1,_range_query_with_100_steps                                                                       4.168k ± 0%   3.917k ± 0%   -6.03% (p=0.000 n=12)
Query/nh_1,_range_query_with_1000_steps                                                                             10.81k ± 0%   10.79k ± 0%   -0.17% (p=0.002 n=6)
Query/nh_1_+_nh_1,_range_query_with_1000_steps                                                                      28.62k ± 0%   26.57k ± 0%   -7.15% (p=0.000 n=12)
Query/nh_100,_instant_query                                                                                         18.83k ± 0%   18.80k ± 0%   -0.14% (p=0.002 n=6)
Query/nh_100_+_nh_100,_instant_query                                                                                38.78k ± 0%   39.00k ± 0%   +0.57% (p=0.000 n=12)
Query/nh_100,_range_query_with_100_steps                                                                            119.7k ± 0%   119.7k ± 0%   -0.02% (p=0.002 n=6)
Query/nh_100_+_nh_100,_range_query_with_100_steps                                                                   290.8k ± 0%   290.9k ± 0%   +0.03% (p=0.000 n=12)
Query/nh_100,_range_query_with_1000_steps                                                                           1.027M ± 0%   1.027M ± 0%   -0.00% (p=0.009 n=6)
Query/nh_100_+_nh_100,_range_query_with_1000_steps                                                                  2.559M ± 0%   2.556M ± 0%   -0.13% (p=0.000 n=12)
Query/nh_2000,_instant_query                                                                                        367.6k ± 0%   367.1k ± 0%   -0.16% (p=0.002 n=6)
Query/nh_2000_+_nh_2000,_instant_query                                                                              758.5k ± 0%   762.3k ± 0%   +0.51% (p=0.000 n=12)
Query/nh_2000,_range_query_with_100_steps                                                                           2.385M ± 0%   2.385M ± 0%        ~ (p=0.699 n=6)
Query/nh_2000_+_nh_2000,_range_query_with_100_steps                                                                 5.794M ± 0%   5.798M ± 0%   +0.07% (p=0.000 n=12)
Query/nh_2000,_range_query_with_1000_steps                                                                          20.53M ± 0%   20.53M ± 0%        ~ (p=0.065 n=6)
Query/nh_2000_+_nh_2000,_range_query_with_1000_steps                                                                51.09M ± 0%   51.09M ± 0%   +0.00% (p=0.008 n=12)
Query/a_1[1m],_instant_query                                                                                         411.0 ± 0%    379.0 ± 0%   -7.79% (p=0.002 n=6)
Query/a_100[1m],_instant_query                                                                                      1.934k ± 0%   1.888k ± 0%   -2.38% (p=0.002 n=6)
Query/a_2000[1m],_instant_query                                                                                     30.83k ± 0%   30.77k ± 0%   -0.17% (p=0.002 n=6)
Query/rate(a_1[1m]),_instant_query                                                                                   436.0 ± 0%    388.0 ± 0%  -11.01% (p=0.002 n=6)
Query/rate(a_1[1m]),_range_query_with_100_steps                                                                      446.0 ± 0%    393.0 ± 0%  -11.88% (p=0.002 n=6)
Query/rate(a_1[1m]),_range_query_with_1000_steps                                                                     479.0 ± 0%    426.0 ± 0%  -11.06% (p=0.002 n=6)
Query/rate(a_100[1m]),_instant_query                                                                                2.356k ± 0%   1.897k ± 0%  -19.48% (p=0.002 n=6)
Query/rate(a_100[1m]),_range_query_with_100_steps                                                                   2.767k ± 0%   2.304k ± 0%  -16.73% (p=0.002 n=6)
Query/rate(a_100[1m]),_range_query_with_1000_steps                                                                  6.084k ± 0%   5.619k ± 0%   -7.65% (p=0.002 n=6)
Query/rate(a_2000[1m]),_instant_query                                                                               38.86k ± 0%   30.76k ± 0%  -20.83% (p=0.002 n=6)
Query/rate(a_2000[1m]),_range_query_with_100_steps                                                                  46.91k ± 0%   38.83k ± 0%  -17.22% (p=0.002 n=6)
Query/rate(a_2000[1m]),_range_query_with_1000_steps                                                                 113.0k ± 0%   105.0k ± 0%   -7.13% (p=0.002 n=6)
Query/rate(a_1[1m]),_range_query_with_10000_steps                                                                    788.0 ± 0%    735.0 ± 0%   -6.73% (p=0.002 n=6)
Query/rate(a_100[1m]),_range_query_with_10000_steps                                                                 36.45k ± 0%   36.01k ± 0%   -1.20% (p=0.002 n=6)
Query/rate(a_2000[1m]),_range_query_with_10000_steps                                                                732.2k ± 0%   718.0k ± 0%   -1.95% (p=0.002 n=6)
Query/rate(nh_1[1m]),_instant_query                                                                                  509.0 ± 0%    460.0 ± 0%   -9.63% (p=0.002 n=6)
Query/rate(nh_1[1m]),_range_query_with_100_steps                                                                    1.306k ± 0%   1.089k ± 0%  -16.62% (p=0.002 n=6)
Query/rate(nh_1[1m]),_range_query_with_1000_steps                                                                   6.785k ± 0%   5.668k ± 0%  -16.46% (p=0.002 n=6)
Query/rate(nh_100[1m]),_instant_query                                                                               3.525k ± 0%   2.861k ± 0%  -18.85% (p=0.002 n=6)
Query/rate(nh_100[1m]),_range_query_with_100_steps                                                                  64.56k ± 0%   53.83k ± 0%  -16.63% (p=0.002 n=6)
Query/rate(nh_100[1m]),_range_query_with_1000_steps                                                                 611.9k ± 0%   511.2k ± 0%  -16.46% (p=0.002 n=6)
Query/rate(nh_2000[1m]),_instant_query                                                                              60.95k ± 0%   48.84k ± 0%  -19.87% (p=0.002 n=6)
Query/rate(nh_2000[1m]),_range_query_with_100_steps                                                                 1.277M ± 0%   1.065M ± 0%  -16.61% (p=0.002 n=6)
Query/rate(nh_2000[1m]),_range_query_with_1000_steps                                                                12.23M ± 0%   10.22M ± 0%  -16.45% (p=0.002 n=6)
Query/rate(nh_1[1m]),_range_query_with_10000_steps                                                                  61.52k ± 0%   51.39k ± 0%  -16.46% (p=0.002 n=6)
Query/rate(nh_100[1m]),_range_query_with_10000_steps                                                                6.085M ± 0%   5.084M ± 0%  -16.45% (p=0.002 n=6)
Query/rate(nh_2000[1m]),_range_query_with_10000_steps                                                               121.6M ± 0%   101.6M ± 0%  -16.46% (p=0.002 n=6)
Query/rate(a_1[1d]),_instant_query                                                                                   750.0 ± 0%    688.0 ± 0%   -8.27% (p=0.002 n=6)
Query/rate(a_1[1d]),_range_query_with_100_steps                                                                      758.5 ± 0%    691.0 ± 0%   -8.90% (p=0.002 n=6)
Query/rate(a_1[1d]),_range_query_with_1000_steps                                                                     789.0 ± 0%    721.0 ± 0%   -8.62% (p=0.002 n=6)
Query/rate(a_100[1d]),_instant_query                                                                                32.30k ± 0%   31.82k ± 0%   -1.49% (p=0.002 n=6)
Query/rate(a_100[1d]),_range_query_with_100_steps                                                                   32.59k ± 0%   32.13k ± 0%   -1.43% (p=0.002 n=6)
Query/rate(a_100[1d]),_range_query_with_1000_steps                                                                  37.44k ± 0%   35.18k ± 0%   -6.03% (p=0.002 n=6)
Query/rate(a_2000[1d]),_instant_query                                                                               641.8k ± 0%   629.8k ± 0%   -1.87% (p=0.002 n=6)
Query/rate(a_2000[1d]),_range_query_with_100_steps                                                                  647.8k ± 0%   639.8k ± 0%   -1.24% (p=0.002 n=6)
Query/rate(a_2000[1d]),_range_query_with_1000_steps                                                                 708.2k ± 0%   700.1k ± 0%   -1.15% (p=0.002 n=6)
Query/rate(nh_1[1h]),_instant_query                                                                                 2.511k ± 1%   1.887k ± 0%  -24.85% (p=0.002 n=6)
Query/rate(nh_1[1h]),_range_query_with_100_steps                                                                    3.644k ± 0%   2.227k ± 1%  -38.90% (p=0.002 n=6)
Query/rate(nh_1[1h]),_range_query_with_1000_steps                                                                   9.473k ± 0%   7.048k ± 1%  -25.60% (p=0.002 n=6)
Query/rate(nh_100[1h]),_instant_query                                                                               8.934k ± 3%   7.432k ± 0%  -16.81% (p=0.002 n=6)
Query/rate(nh_100[1h]),_range_query_with_100_steps                                                                  70.68k ± 0%   58.32k ± 0%  -17.49% (p=0.002 n=6)
Query/rate(nh_100[1h]),_range_query_with_1000_steps                                                                 619.0k ± 0%   516.1k ± 0%  -16.62% (p=0.002 n=6)
Query/rate(nh_2000[1h]),_instant_query                                                                              126.2k ± 1%   112.6k ± 0%  -10.78% (p=0.002 n=6)
Query/rate(nh_2000[1h]),_range_query_with_100_steps                                                                 1.347M ± 0%   1.127M ± 0%  -16.32% (p=0.002 n=6)
Query/rate(nh_2000[1h]),_range_query_with_1000_steps                                                                12.29M ± 0%   10.28M ± 0%  -16.39% (p=0.002 n=6)
Query/a_1_-_b_1,_instant_query                                                                                       786.0 ± 0%    737.0 ± 0%   -6.23% (p=0.002 n=6)
Query/a_1_-_b_1,_range_query_with_100_steps                                                                          999.0 ± 0%    746.0 ± 0%  -25.33% (p=0.002 n=6)
Query/a_1_-_b_1,_range_query_with_1000_steps                                                                        2863.0 ± 0%    810.0 ± 0%  -71.71% (p=0.002 n=6)
Query/a_100_-_b_100,_instant_query                                                                                  5.248k ± 0%   5.457k ± 0%   +3.99% (p=0.002 n=6)
Query/a_100_-_b_100,_range_query_with_100_steps                                                                     6.270k ± 0%   6.275k ± 0%   +0.08% (p=0.002 n=6)
Query/a_100_-_b_100,_range_query_with_1000_steps                                                                    16.36k ± 0%   12.70k ± 0%  -22.37% (p=0.002 n=6)
Query/a_2000_-_b_2000,_instant_query                                                                                89.80k ± 0%   95.63k ± 0%   +6.50% (p=0.002 n=6)
Query/a_2000_-_b_2000,_range_query_with_100_steps                                                                   102.0k ± 0%   111.7k ± 0%   +9.48% (p=0.002 n=6)
Query/a_2000_-_b_2000,_range_query_with_1000_steps                                                                  245.9k ± 0%   240.0k ± 0%   -2.41% (p=0.002 n=6)
Query/nh_1_/_a_1,_instant_query                                                                                     1.056k ± 0%   1.005k ± 0%   -4.83% (p=0.002 n=6)
Query/nh_1_/_a_1,_range_query_with_100_steps                                                                        2.837k ± 0%   2.583k ± 0%   -8.95% (p=0.002 n=6)
Query/nh_1_/_a_1,_range_query_with_1000_steps                                                                       18.25k ± 0%   16.20k ± 0%  -11.24% (p=0.002 n=6)
Query/nh_100_/_a_100,_instant_query                                                                                 22.27k ± 0%   22.38k ± 0%   +0.53% (p=0.002 n=6)
Query/nh_100_/_a_100,_range_query_with_100_steps                                                                    173.8k ± 0%   173.7k ± 0%   -0.04% (p=0.002 n=6)
Query/nh_100_/_a_100,_range_query_with_1000_steps                                                                   1.538M ± 0%   1.534M ± 0%   -0.24% (p=0.002 n=6)
Query/nh_2000_/_a_2000,_instant_query                                                                               429.3k ± 0%   431.9k ± 0%   +0.61% (p=0.002 n=6)
Query/nh_2000_/_a_2000,_range_query_with_100_steps                                                                  3.454M ± 0%   3.459M ± 0%   +0.17% (p=0.002 n=6)
Query/nh_2000_/_a_2000,_range_query_with_1000_steps                                                                 30.67M ± 0%   30.67M ± 0%   -0.01% (p=0.002 n=6)
Query/a_1_-_b_1,_range_query_with_10000_steps                                                                      21.477k ± 0%   1.424k ± 0%  -93.37% (p=0.002 n=6)
Query/a_100_-_b_100,_range_query_with_10000_steps                                                                  113.24k ± 0%   72.85k ± 0%  -35.67% (p=0.002 n=6)
Query/a_2000_-_b_2000,_range_query_with_10000_steps                                                                 1.484M ± 0%   1.448M ± 0%   -2.43% (p=0.002 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_instant_query                                                                   4.090k ± 0%   4.153k ± 0%   +1.54% (p=0.002 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_100_steps                                                      4.933k ± 0%   4.767k ± 0%   -3.36% (p=0.002 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_1000_steps                                                    13.164k ± 0%   9.591k ± 0%  -27.15% (p=0.002 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_instant_query                                                                     66.56k ± 0%   59.61k ± 0%  -10.44% (p=0.002 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_100_steps                                                        75.80k ± 0%   69.00k ± 0%   -8.98% (p=0.002 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_1000_steps                                                       173.8k ± 0%   138.3k ± 0%  -20.43% (p=0.002 n=6)
Query/a_2000{l="1234"}_-_b_2000,_instant_query                                                                      43.29k ± 0%   23.01k ± 1%  -46.84% (p=0.002 n=6)
Query/a_2000{l="1234"}_-_b_2000,_range_query_with_100_steps                                                         49.57k ± 0%   25.33k ± 2%  -48.89% (p=0.002 n=6)
Query/a_2000{l="1234"}_-_b_2000,_range_query_with_1000_steps                                                       115.48k ± 0%   34.26k ± 3%  -70.33% (p=0.002 n=6)
Query/a_2000_-_b_2000{l="1234"},_instant_query                                                                      43.22k ± 0%   23.59k ± 1%  -45.43% (p=0.002 n=6)
Query/a_2000_-_b_2000{l="1234"},_range_query_with_100_steps                                                         49.50k ± 0%   25.64k ± 4%  -48.19% (p=0.002 n=6)
Query/a_2000_-_b_2000{l="1234"},_range_query_with_1000_steps                                                       115.44k ± 0%   34.20k ± 1%  -70.38% (p=0.002 n=6)
Query/sum(a_1),_instant_query                                                                                        418.0 ± 0%    386.0 ± 0%   -7.66% (p=0.002 n=6)
Query/sum(a_1),_range_query_with_100_steps                                                                           428.0 ± 0%    391.0 ± 0%   -8.64% (p=0.002 n=6)
Query/sum(a_1),_range_query_with_1000_steps                                                                          460.0 ± 0%    423.0 ± 0%   -8.04% (p=0.002 n=6)
Query/sum(a_100),_instant_query                                                                                     2.336k ± 0%   2.296k ± 0%   -1.71% (p=0.002 n=6)
Query/sum(a_100),_range_query_with_100_steps                                                                        2.747k ± 0%   2.703k ± 0%   -1.60% (p=0.002 n=6)
Query/sum(a_100),_range_query_with_1000_steps                                                                       5.954k ± 0%   5.912k ± 0%   -0.71% (p=0.002 n=6)
Query/sum(a_2000),_instant_query                                                                                    38.87k ± 0%   38.81k ± 0%   -0.14% (p=0.002 n=6)
Query/sum(a_2000),_range_query_with_100_steps                                                                       46.91k ± 0%   46.84k ± 0%   -0.13% (p=0.002 n=6)
Query/sum(a_2000),_range_query_with_1000_steps                                                                      111.0k ± 0%   111.0k ± 0%        ~ (p=0.851 n=6)
Query/sum_without_(l)(h_1),_instant_query                                                                            539.0 ± 0%    512.0 ± 0%   -5.01% (p=0.002 n=6)
Query/sum_without_(l)(h_1),_range_query_with_100_steps                                                               569.0 ± 0%    536.0 ± 0%   -5.80% (p=0.002 n=6)
Query/sum_without_(l)(h_1),_range_query_with_1000_steps                                                              762.0 ± 0%    729.0 ± 0%   -4.33% (p=0.002 n=6)
Query/sum_without_(l)(h_100),_instant_query                                                                         12.58k ± 0%   12.54k ± 0%   -0.30% (p=0.002 n=6)
Query/sum_without_(l)(h_100),_range_query_with_100_steps                                                            14.99k ± 0%   14.95k ± 0%   -0.28% (p=0.002 n=6)
Query/sum_without_(l)(h_100),_range_query_with_1000_steps                                                           34.24k ± 0%   34.22k ± 0%   -0.09% (p=0.002 n=6)
Query/sum_without_(l)(h_2000),_instant_query                                                                        254.8k ± 2%   243.1k ± 0%   -4.62% (p=0.002 n=6)
Query/sum_without_(l)(h_2000),_range_query_with_100_steps                                                           291.2k ± 0%   291.3k ± 0%   +0.04% (p=0.015 n=6)
Query/sum_without_(l)(h_2000),_range_query_with_1000_steps                                                          701.5k ± 0%   677.6k ± 0%   -3.40% (p=0.002 n=6)
Query/sum_without_(le)(h_1),_instant_query                                                                           531.0 ± 0%    500.0 ± 0%   -5.84% (p=0.002 n=6)
Query/sum_without_(le)(h_1),_range_query_with_100_steps                                                              561.0 ± 0%    525.5 ± 0%   -6.33% (p=0.002 n=6)
Query/sum_without_(le)(h_1),_range_query_with_1000_steps                                                             754.0 ± 0%    718.0 ± 0%   -4.77% (p=0.002 n=6)
Query/sum_without_(le)(h_100),_instant_query                                                                        12.69k ± 0%   12.74k ± 0%   +0.36% (p=0.002 n=6)
Query/sum_without_(le)(h_100),_range_query_with_100_steps                                                           15.11k ± 0%   15.16k ± 0%   +0.35% (p=0.002 n=6)
Query/sum_without_(le)(h_100),_range_query_with_1000_steps                                                          34.35k ± 0%   34.42k ± 0%   +0.20% (p=0.002 n=6)
Query/sum_without_(le)(h_2000),_instant_query                                                                       259.1k ± 3%   248.1k ± 0%   -4.23% (p=0.002 n=6)
Query/sum_without_(le)(h_2000),_range_query_with_100_steps                                                          293.4k ± 0%   298.7k ± 0%   +1.81% (p=0.002 n=6)
Query/sum_without_(le)(h_2000),_range_query_with_1000_steps                                                         707.6k ± 0%   691.4k ± 0%   -2.29% (p=0.002 n=6)
Query/sum(nh_1),_instant_query                                                                                       687.0 ± 0%    650.0 ± 0%   -5.39% (p=0.002 n=6)
Query/sum(nh_1),_range_query_with_100_steps                                                                         2.266k ± 0%   1.729k ± 0%  -23.70% (p=0.002 n=6)
Query/sum(nh_1),_range_query_with_1000_steps                                                                        15.84k ± 0%   10.81k ± 0%  -31.79% (p=0.002 n=6)
Query/sum(nh_100),_instant_query                                                                                    18.86k ± 0%   18.81k ± 0%   -0.25% (p=0.002 n=6)
Query/sum(nh_100),_range_query_with_100_steps                                                                       120.3k ± 0%   119.7k ± 0%   -0.45% (p=0.002 n=6)
Query/sum(nh_100),_range_query_with_1000_steps                                                                      1.032M ± 0%   1.027M ± 0%   -0.48% (p=0.002 n=6)
Query/sum(nh_2000),_instant_query                                                                                   367.7k ± 0%   367.1k ± 0%   -0.18% (p=0.002 n=6)
Query/sum(nh_2000),_range_query_with_100_steps                                                                      2.386M ± 0%   2.384M ± 0%   -0.09% (p=0.002 n=6)
Query/sum(nh_2000),_range_query_with_1000_steps                                                                     20.54M ± 0%   20.53M ± 0%   -0.03% (p=0.002 n=6)
Query/sum_by_(l)(h_1),_instant_query                                                                                 531.0 ± 0%    499.0 ± 0%   -6.03% (p=0.002 n=6)
Query/sum_by_(l)(h_1),_range_query_with_100_steps                                                                    561.0 ± 0%    524.0 ± 0%   -6.60% (p=0.002 n=6)
Query/sum_by_(l)(h_1),_range_query_with_1000_steps                                                                   754.0 ± 0%    717.0 ± 0%   -4.91% (p=0.002 n=6)
Query/sum_by_(l)(h_100),_instant_query                                                                              12.69k ± 0%   12.74k ± 0%   +0.35% (p=0.002 n=6)
Query/sum_by_(l)(h_100),_range_query_with_100_steps                                                                 15.11k ± 0%   15.16k ± 0%   +0.32% (p=0.002 n=6)
Query/sum_by_(l)(h_100),_range_query_with_1000_steps                                                                34.35k ± 0%   34.42k ± 0%   +0.19% (p=0.002 n=6)
Query/sum_by_(l)(h_2000),_instant_query                                                                             263.1k ± 2%   247.9k ± 0%   -5.81% (p=0.002 n=6)
Query/sum_by_(l)(h_2000),_range_query_with_100_steps                                                                293.2k ± 0%   298.7k ± 0%   +1.87% (p=0.002 n=6)
Query/sum_by_(l)(h_2000),_range_query_with_1000_steps                                                               707.6k ± 0%   691.4k ± 0%   -2.30% (p=0.002 n=6)
Query/sum_by_(le)(h_1),_instant_query                                                                                539.0 ± 0%    511.0 ± 0%   -5.19% (p=0.002 n=6)
Query/sum_by_(le)(h_1),_range_query_with_100_steps                                                                   569.0 ± 0%    535.0 ± 0%   -5.98% (p=0.002 n=6)
Query/sum_by_(le)(h_1),_range_query_with_1000_steps                                                                  762.0 ± 0%    728.0 ± 0%   -4.46% (p=0.002 n=6)
Query/sum_by_(le)(h_100),_instant_query                                                                             12.58k ± 0%   12.54k ± 0%   -0.30% (p=0.002 n=6)
Query/sum_by_(le)(h_100),_range_query_with_100_steps                                                                14.99k ± 0%   14.95k ± 0%   -0.27% (p=0.002 n=6)
Query/sum_by_(le)(h_100),_range_query_with_1000_steps                                                               34.24k ± 0%   34.21k ± 0%   -0.10% (p=0.002 n=6)
Query/sum_by_(le)(h_2000),_instant_query                                                                            258.7k ± 2%   243.0k ± 0%   -6.05% (p=0.002 n=6)
Query/sum_by_(le)(h_2000),_range_query_with_100_steps                                                               291.1k ± 0%   291.2k ± 0%        ~ (p=0.240 n=6)
Query/sum_by_(le)(h_2000),_range_query_with_1000_steps                                                              701.5k ± 0%   677.6k ± 0%   -3.40% (p=0.002 n=6)
Query/sum_by_(l)(nh_1),_instant_query                                                                                692.0 ± 0%    658.0 ± 0%   -4.91% (p=0.002 n=6)
Query/sum_by_(l)(nh_1),_range_query_with_100_steps                                                                  2.271k ± 0%   1.737k ± 0%  -23.51% (p=0.002 n=6)
Query/sum_by_(l)(nh_1),_range_query_with_1000_steps                                                                 15.85k ± 0%   10.81k ± 0%  -31.76% (p=0.002 n=6)
Query/sum_by_(l)(nh_100),_instant_query                                                                             19.48k ± 0%   19.04k ± 0%   -2.29% (p=0.002 n=6)
Query/sum_by_(l)(nh_100),_range_query_with_100_steps                                                                170.4k ± 0%   120.5k ± 0%  -29.31% (p=0.002 n=6)
Query/sum_by_(l)(nh_100),_range_query_with_1000_steps                                                               1.528M ± 0%   1.028M ± 0%  -32.72% (p=0.002 n=6)
Query/sum_by_(l)(nh_2000),_instant_query                                                                            382.5k ± 0%   371.7k ± 0%   -2.82% (p=0.002 n=6)
Query/sum_by_(l)(nh_2000),_range_query_with_100_steps                                                               3.398M ± 0%   2.402M ± 0%  -29.32% (p=0.002 n=6)
Query/sum_by_(l)(nh_2000),_range_query_with_1000_steps                                                              30.55M ± 0%   20.55M ± 0%  -32.72% (p=0.002 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_instant_query                                                                   867.0 ± 0%    757.0 ± 0%  -12.69% (p=0.002 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_100_steps                                                     1079.0 ± 0%    765.0 ± 0%  -29.10% (p=0.002 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_1000_steps                                                    2946.0 ± 0%    832.0 ± 0%  -71.76% (p=0.002 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_instant_query                                                              5.338k ± 0%   4.677k ± 0%  -12.38% (p=0.002 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_100_steps                                                 6.360k ± 0%   5.494k ± 0%  -13.62% (p=0.002 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_1000_steps                                                16.67k ± 0%   12.14k ± 0%  -27.17% (p=0.002 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_instant_query                                                            89.81k ± 0%   79.60k ± 0%  -11.37% (p=0.002 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_100_steps                                              102.08k ± 0%   95.72k ± 0%   -6.23% (p=0.002 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_1000_steps                                              250.0k ± 0%   228.1k ± 0%   -8.77% (p=0.002 n=6)
Query/sum(a_1_+_b_1),_instant_query                                                                                  813.0 ± 0%    746.0 ± 0%   -8.24% (p=0.002 n=6)
Query/sum(a_1_+_b_1),_range_query_with_100_steps                                                                    1025.0 ± 0%    755.0 ± 0%  -26.34% (p=0.002 n=6)
Query/sum(a_1_+_b_1),_range_query_with_1000_steps                                                                   2889.0 ± 0%    819.5 ± 0%  -71.63% (p=0.002 n=6)
Query/sum(a_100_+_b_100),_instant_query                                                                             5.272k ± 0%   5.468k ± 0%   +3.71% (p=0.002 n=6)
Query/sum(a_100_+_b_100),_range_query_with_100_steps                                                                6.296k ± 0%   6.283k ± 0%   -0.21% (p=0.002 n=6)
Query/sum(a_100_+_b_100),_range_query_with_1000_steps                                                               16.39k ± 0%   12.71k ± 0%  -22.42% (p=0.002 n=6)
Query/sum(a_2000_+_b_2000),_instant_query                                                                           89.80k ± 0%   95.67k ± 0%   +6.53% (p=0.002 n=6)
Query/sum(a_2000_+_b_2000),_range_query_with_100_steps                                                              102.1k ± 0%   111.8k ± 0%   +9.46% (p=0.002 n=6)
Query/sum(a_2000_+_b_2000),_range_query_with_1000_steps                                                             246.0k ± 0%   240.3k ± 0%   -2.30% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_instant_query                                                                      584.0 ± 0%    496.0 ± 0%  -15.07% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_100_steps                                                         606.0 ± 0%    521.0 ± 0%  -14.03% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_1000_steps                                                        805.0 ± 0%    719.0 ± 0%  -10.68% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_instant_query                                                                   12.62k ± 0%   10.14k ± 0%  -19.67% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_100_steps                                                      15.04k ± 0%   12.56k ± 0%  -16.48% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_1000_steps                                                     34.91k ± 0%   32.43k ± 0%   -7.08% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_instant_query                                                                  250.7k ± 1%   194.8k ± 0%  -22.30% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_100_steps                                                     291.3k ± 0%   243.1k ± 0%  -16.56% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_1000_steps                                                    713.7k ± 0%   641.6k ± 0%  -10.09% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_instant_query                                                                  465.0 ± 0%    405.0 ± 0%  -12.90% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_range_query_with_100_steps                                                     475.0 ± 0%    410.0 ± 0%  -13.68% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_range_query_with_1000_steps                                                    508.0 ± 0%    443.0 ± 0%  -12.80% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_instant_query                                                               2.394k ± 0%   1.915k ± 0%  -20.01% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_range_query_with_100_steps                                                  2.797k ± 0%   2.322k ± 0%  -16.98% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_range_query_with_1000_steps                                                 6.115k ± 0%   5.638k ± 0%   -7.80% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_instant_query                                                              38.89k ± 0%   30.79k ± 0%  -20.83% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_range_query_with_100_steps                                                 46.94k ± 0%   38.84k ± 0%  -17.25% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_range_query_with_1000_steps                                                113.0k ± 0%   105.0k ± 0%   -7.11% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_instant_query                                 937.0 ± 0%    791.0 ± 0%  -15.58% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_range_query_with_100_steps                   1143.0 ± 0%    799.0 ± 0%  -30.10% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_range_query_with_1000_steps                  3010.0 ± 0%    866.0 ± 0%  -71.23% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_instant_query                            4.778k ± 0%   3.812k ± 0%  -20.22% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_range_query_with_100_steps               5.787k ± 0%   4.624k ± 0%  -20.10% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_range_query_with_1000_steps              14.22k ± 0%   11.26k ± 0%  -20.81% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_instant_query                          77.76k ± 0%   61.56k ± 0%  -20.84% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_range_query_with_100_steps             94.04k ± 0%   77.66k ± 0%  -17.42% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_range_query_with_1000_steps            234.0k ± 3%   210.1k ± 0%  -10.22% (p=0.002 n=6)
geomean                                                                                                             24.74k        21.30k       -13.90%

                                                                                                         │      Prometheus      │                Mimir                 │
                                                                                                         │          B           │      B        vs base                │
Query/a_1,_instant_query                                                                                          70.69Ki ±  5%   70.88Ki ± 5%        ~ (p=0.368 n=6)
Query/a_1,_range_query_with_100_steps                                                                             70.31Ki ±  3%   70.06Ki ± 4%        ~ (p=0.621 n=6)
Query/a_1,_range_query_with_1000_steps                                                                            70.12Ki ±  2%   69.93Ki ± 5%        ~ (p=0.669 n=6)
Query/a_100,_instant_query                                                                                        68.29Ki ±  2%   67.56Ki ± 1%        ~ (p=0.065 n=6)
Query/a_100,_range_query_with_100_steps                                                                           68.06Ki ±  1%   67.76Ki ± 1%        ~ (p=0.310 n=6)
Query/a_100,_range_query_with_1000_steps                                                                          70.62Ki ±  1%   70.07Ki ± 1%        ~ (p=0.180 n=6)
Query/a_2000,_instant_query                                                                                       69.94Ki ±  1%   69.67Ki ± 1%   -0.38% (p=0.039 n=6)
Query/a_2000,_range_query_with_100_steps                                                                          76.80Ki ±  1%   77.76Ki ± 2%   +1.24% (p=0.004 n=6)
Query/a_2000,_range_query_with_1000_steps                                                                         131.3Ki ±  1%   130.8Ki ± 1%   -0.40% (p=0.045 n=6)
Query/nh_1,_instant_query                                                                                         79.03Ki ±  1%   78.71Ki ± 1%        ~ (p=0.310 n=6)
Query/nh_1_+_nh_1,_instant_query                                                                                  78.35Ki ±  2%   77.69Ki ± 2%        ~ (p=0.478 n=12)
Query/nh_1,_range_query_with_100_steps                                                                            73.60Ki ±  1%   73.22Ki ± 1%        ~ (p=0.589 n=6)
Query/nh_1_+_nh_1,_range_query_with_100_steps                                                                     73.28Ki ±  2%   72.94Ki ± 1%        ~ (p=0.713 n=12)
Query/nh_1,_range_query_with_1000_steps                                                                           74.12Ki ±  1%   74.04Ki ± 1%        ~ (p=0.851 n=6)
Query/nh_1_+_nh_1,_range_query_with_1000_steps                                                                    73.07Ki ±  1%   73.35Ki ± 1%        ~ (p=0.326 n=12)
Query/nh_100,_instant_query                                                                                       70.38Ki ±  1%   70.19Ki ± 1%        ~ (p=0.589 n=6)
Query/nh_100_+_nh_100,_instant_query                                                                              70.11Ki ±  1%   69.89Ki ± 1%        ~ (p=0.410 n=12)
Query/nh_100,_range_query_with_100_steps                                                                          85.62Ki ±  2%   76.77Ki ± 1%  -10.33% (p=0.002 n=6)
Query/nh_100_+_nh_100,_range_query_with_100_steps                                                                 85.12Ki ±  1%   76.02Ki ± 1%  -10.69% (p=0.000 n=12)
Query/nh_100,_range_query_with_1000_steps                                                                         227.8Ki ±  1%   126.0Ki ± 1%  -44.70% (p=0.002 n=6)
Query/nh_100_+_nh_100,_range_query_with_1000_steps                                                                228.1Ki ±  1%   126.3Ki ± 1%  -44.61% (p=0.000 n=12)
Query/nh_2000,_instant_query                                                                                      77.31Ki ±  1%   75.85Ki ± 1%   -1.88% (p=0.002 n=6)
Query/nh_2000_+_nh_2000,_instant_query                                                                            77.09Ki ±  1%   75.47Ki ± 1%   -2.10% (p=0.000 n=12)
Query/nh_2000,_range_query_with_100_steps                                                                         393.2Ki ±  1%   183.9Ki ± 2%  -53.24% (p=0.002 n=6)
Query/nh_2000_+_nh_2000,_range_query_with_100_steps                                                               393.2Ki ±  1%   183.0Ki ± 1%  -53.45% (p=0.000 n=12)
Query/nh_2000,_range_query_with_1000_steps                                                                       1686.8Ki ±  2%   905.8Ki ± 3%  -46.30% (p=0.002 n=6)
Query/nh_2000_+_nh_2000,_range_query_with_1000_steps                                                             1686.7Ki ±  2%   921.1Ki ± 3%  -45.39% (p=0.000 n=12)
Query/a_1[1m],_instant_query                                                                                      70.65Ki ±  2%   69.62Ki ± 4%        ~ (p=0.623 n=6)
Query/a_100[1m],_instant_query                                                                                    68.38Ki ±  1%   68.34Ki ± 1%        ~ (p=0.818 n=6)
Query/a_2000[1m],_instant_query                                                                                   71.46Ki ±  1%   71.25Ki ± 1%        ~ (p=0.589 n=6)
Query/rate(a_1[1m]),_instant_query                                                                                70.30Ki ±  4%   69.56Ki ± 2%        ~ (p=0.331 n=6)
Query/rate(a_1[1m]),_range_query_with_100_steps                                                                   70.44Ki ±  2%   68.81Ki ± 5%   -2.31% (p=0.011 n=6)
Query/rate(a_1[1m]),_range_query_with_1000_steps                                                                  69.25Ki ±  3%   69.25Ki ± 3%        ~ (p=0.368 n=6)
Query/rate(a_100[1m]),_instant_query                                                                              67.72Ki ±  1%   67.77Ki ± 1%        ~ (p=0.937 n=6)
Query/rate(a_100[1m]),_range_query_with_100_steps                                                                 67.48Ki ±  1%   67.86Ki ± 1%        ~ (p=0.093 n=6)
Query/rate(a_100[1m]),_range_query_with_1000_steps                                                                69.48Ki ±  1%   70.15Ki ± 2%   +0.96% (p=0.037 n=6)
Query/rate(a_2000[1m]),_instant_query                                                                             70.22Ki ±  1%   70.26Ki ± 1%        ~ (p=0.621 n=6)
Query/rate(a_2000[1m]),_range_query_with_100_steps                                                                75.69Ki ±  3%   77.36Ki ± 2%   +2.21% (p=0.030 n=6)
Query/rate(a_2000[1m]),_range_query_with_1000_steps                                                               126.5Ki ±  0%   129.6Ki ± 2%   +2.47% (p=0.002 n=6)
Query/rate(a_1[1m]),_range_query_with_10000_steps                                                                 68.25Ki ±  1%   68.81Ki ± 2%        ~ (p=0.310 n=6)
Query/rate(a_100[1m]),_range_query_with_10000_steps                                                               101.1Ki ±  2%   103.1Ki ± 2%   +1.96% (p=0.002 n=6)
Query/rate(a_2000[1m]),_range_query_with_10000_steps                                                              571.5Ki ±  5%   423.4Ki ± 1%  -25.92% (p=0.002 n=6)
Query/rate(nh_1[1m]),_instant_query                                                                               76.30Ki ±  4%   76.67Ki ± 2%        ~ (p=0.513 n=6)
Query/rate(nh_1[1m]),_range_query_with_100_steps                                                                  74.76Ki ±  1%   75.24Ki ± 1%        ~ (p=0.119 n=6)
Query/rate(nh_1[1m]),_range_query_with_1000_steps                                                                 71.92Ki ±  1%   71.88Ki ± 1%        ~ (p=0.729 n=6)
Query/rate(nh_100[1m]),_instant_query                                                                             73.69Ki ±  1%   70.23Ki ± 1%   -4.69% (p=0.002 n=6)
Query/rate(nh_100[1m]),_range_query_with_100_steps                                                                73.44Ki ±  1%   74.64Ki ± 1%   +1.63% (p=0.015 n=6)
Query/rate(nh_100[1m]),_range_query_with_1000_steps                                                               123.1Ki ±  1%   124.5Ki ± 0%   +1.17% (p=0.002 n=6)
Query/rate(nh_2000[1m]),_instant_query                                                                            75.57Ki ±  2%   73.19Ki ± 1%   -3.16% (p=0.004 n=6)
Query/rate(nh_2000[1m]),_range_query_with_100_steps                                                               179.3Ki ±  1%   180.6Ki ± 1%   +0.71% (p=0.026 n=6)
Query/rate(nh_2000[1m]),_range_query_with_1000_steps                                                              609.5Ki ±  1%   604.1Ki ± 0%   -0.88% (p=0.002 n=6)
Query/rate(nh_1[1m]),_range_query_with_10000_steps                                                                89.98Ki ±  4%   90.12Ki ± 6%        ~ (p=0.818 n=6)
Query/rate(nh_100[1m]),_range_query_with_10000_steps                                                              344.2Ki ±  1%   327.2Ki ± 0%   -4.95% (p=0.002 n=6)
Query/rate(nh_2000[1m]),_range_query_with_10000_steps                                                             5.728Mi ±  5%   5.379Mi ± 0%   -6.08% (p=0.002 n=6)
Query/rate(a_1[1d]),_instant_query                                                                                69.31Ki ±  2%   71.56Ki ± 2%   +3.25% (p=0.004 n=6)
Query/rate(a_1[1d]),_range_query_with_100_steps                                                                   68.79Ki ±  1%   70.75Ki ± 2%   +2.85% (p=0.002 n=6)
Query/rate(a_1[1d]),_range_query_with_1000_steps                                                                  67.15Ki ±  2%   66.54Ki ± 1%        ~ (p=0.071 n=6)
Query/rate(a_100[1d]),_instant_query                                                                              72.34Ki ±  4%   73.25Ki ± 2%        ~ (p=0.699 n=6)
Query/rate(a_100[1d]),_range_query_with_100_steps                                                                 71.31Ki ±  2%   71.61Ki ± 4%        ~ (p=0.846 n=6)
Query/rate(a_100[1d]),_range_query_with_1000_steps                                                                62.44Ki ±  2%   68.06Ki ± 1%   +9.01% (p=0.002 n=6)
Query/rate(a_2000[1d]),_instant_query                                                                             81.25Ki ±  1%   80.69Ki ± 2%        ~ (p=0.058 n=6)
Query/rate(a_2000[1d]),_range_query_with_100_steps                                                                84.17Ki ±  3%   84.19Ki ± 3%        ~ (p=0.699 n=6)
Query/rate(a_2000[1d]),_range_query_with_1000_steps                                                               119.8Ki ±  2%   117.4Ki ± 3%        ~ (p=0.087 n=6)
Query/rate(nh_1[1h]),_instant_query                                                                               71.72Ki ±  1%   72.87Ki ± 1%   +1.60% (p=0.009 n=6)
Query/rate(nh_1[1h]),_range_query_with_100_steps                                                                  71.50Ki ±  1%   72.36Ki ± 1%   +1.20% (p=0.026 n=6)
Query/rate(nh_1[1h]),_range_query_with_1000_steps                                                                 71.28Ki ±  2%   72.01Ki ± 1%   +1.04% (p=0.041 n=6)
Query/rate(nh_100[1h]),_instant_query                                                                             72.19Ki ±  3%   70.56Ki ± 2%   -2.25% (p=0.045 n=6)
Query/rate(nh_100[1h]),_range_query_with_100_steps                                                                72.31Ki ±  3%   73.06Ki ± 3%        ~ (p=0.240 n=6)
Query/rate(nh_100[1h]),_range_query_with_1000_steps                                                               115.4Ki ±  3%   121.1Ki ± 6%   +4.96% (p=0.026 n=6)
Query/rate(nh_2000[1h]),_instant_query                                                                            71.18Ki ±  5%   70.83Ki ± 1%        ~ (p=0.310 n=6)
Query/rate(nh_2000[1h]),_range_query_with_100_steps                                                               112.9Ki ±  1%   173.2Ki ± 4%  +53.43% (p=0.002 n=6)
Query/rate(nh_2000[1h]),_range_query_with_1000_steps                                                              613.4Ki ±  1%   603.9Ki ± 0%   -1.54% (p=0.002 n=6)
Query/a_1_-_b_1,_instant_query                                                                                    69.99Ki ±  3%   69.49Ki ± 5%        ~ (p=0.331 n=6)
Query/a_1_-_b_1,_range_query_with_100_steps                                                                       68.56Ki ±  3%   70.06Ki ± 5%        ~ (p=0.288 n=6)
Query/a_1_-_b_1,_range_query_with_1000_steps                                                                      69.08Ki ±  1%   68.75Ki ± 4%        ~ (p=0.937 n=6)
Query/a_100_-_b_100,_instant_query                                                                                67.69Ki ±  1%   67.53Ki ± 1%        ~ (p=0.818 n=6)
Query/a_100_-_b_100,_range_query_with_100_steps                                                                   69.10Ki ±  1%   69.54Ki ± 1%        ~ (p=0.132 n=6)
Query/a_100_-_b_100,_range_query_with_1000_steps                                                                  74.62Ki ±  3%   76.42Ki ± 2%   +2.40% (p=0.024 n=6)
Query/a_2000_-_b_2000,_instant_query                                                                              72.14Ki ±  2%   71.15Ki ± 2%        ~ (p=0.240 n=6)
Query/a_2000_-_b_2000,_range_query_with_100_steps                                                                 92.08Ki ±  3%   84.00Ki ± 1%   -8.78% (p=0.002 n=6)
Query/a_2000_-_b_2000,_range_query_with_1000_steps                                                                156.9Ki ±  0%   158.1Ki ± 1%        ~ (p=0.080 n=6)
Query/nh_1_/_a_1,_instant_query                                                                                   73.06Ki ±  2%   74.19Ki ± 6%        ~ (p=0.331 n=6)
Query/nh_1_/_a_1,_range_query_with_100_steps                                                                      71.58Ki ±  2%   71.93Ki ± 1%        ~ (p=0.394 n=6)
Query/nh_1_/_a_1,_range_query_with_1000_steps                                                                     72.00Ki ±  3%   71.98Ki ± 2%        ~ (p=1.000 n=6)
Query/nh_100_/_a_100,_instant_query                                                                               69.58Ki ±  1%   69.70Ki ± 1%        ~ (p=0.589 n=6)
Query/nh_100_/_a_100,_range_query_with_100_steps                                                                  80.39Ki ±  1%   74.97Ki ± 2%   -6.74% (p=0.002 n=6)
Query/nh_100_/_a_100,_range_query_with_1000_steps                                                                 180.9Ki ±  3%   124.9Ki ± 1%  -30.96% (p=0.002 n=6)
Query/nh_2000_/_a_2000,_instant_query                                                                             77.33Ki ±  2%   75.75Ki ± 2%        ~ (p=0.065 n=6)
Query/nh_2000_/_a_2000,_range_query_with_100_steps                                                                281.3Ki ±  2%   184.1Ki ± 1%  -34.55% (p=0.002 n=6)
Query/nh_2000_/_a_2000,_range_query_with_1000_steps                                                              1174.7Ki ±  0%   822.1Ki ± 7%  -30.01% (p=0.002 n=6)
Query/a_1_-_b_1,_range_query_with_10000_steps                                                                     69.91Ki ±  2%   72.35Ki ± 2%   +3.48% (p=0.002 n=6)
Query/a_100_-_b_100,_range_query_with_10000_steps                                                                 150.3Ki ±  0%   146.8Ki ± 3%        ~ (p=0.180 n=6)
Query/a_2000_-_b_2000,_range_query_with_10000_steps                                                              1585.1Ki ±  2%   620.9Ki ± 4%  -60.83% (p=0.002 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_instant_query                                                                 68.23Ki ±  1%   67.72Ki ± 1%        ~ (p=0.329 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_100_steps                                                    68.44Ki ±  1%   68.88Ki ± 1%        ~ (p=0.180 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_1000_steps                                                   72.40Ki ±  2%   72.00Ki ± 2%        ~ (p=0.258 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_instant_query                                                                   71.48Ki ±  1%   72.23Ki ± 2%        ~ (p=0.093 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_100_steps                                                      84.79Ki ±  2%   78.73Ki ± 3%   -7.14% (p=0.002 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_1000_steps                                                     161.4Ki ±  0%   124.5Ki ± 8%  -22.87% (p=0.002 n=6)
Query/a_2000{l="1234"}_-_b_2000,_instant_query                                                                    69.71Ki ±  1%   71.25Ki ± 1%   +2.21% (p=0.002 n=6)
Query/a_2000{l="1234"}_-_b_2000,_range_query_with_100_steps                                                       76.78Ki ±  1%   71.72Ki ± 1%   -6.59% (p=0.002 n=6)
Query/a_2000{l="1234"}_-_b_2000,_range_query_with_1000_steps                                                     130.38Ki ±  1%   77.69Ki ± 4%  -40.41% (p=0.002 n=6)
Query/a_2000_-_b_2000{l="1234"},_instant_query                                                                    69.67Ki ±  1%   71.27Ki ± 1%   +2.30% (p=0.004 n=6)
Query/a_2000_-_b_2000{l="1234"},_range_query_with_100_steps                                                       77.06Ki ±  2%   71.81Ki ± 2%   -6.81% (p=0.002 n=6)
Query/a_2000_-_b_2000{l="1234"},_range_query_with_1000_steps                                                     128.59Ki ±  4%   79.75Ki ± 7%  -37.98% (p=0.002 n=6)
Query/sum(a_1),_instant_query                                                                                     70.06Ki ±  2%   69.19Ki ± 6%        ~ (p=0.394 n=6)
Query/sum(a_1),_range_query_with_100_steps                                                                        70.69Ki ±  1%   70.29Ki ± 3%        ~ (p=0.515 n=6)
Query/sum(a_1),_range_query_with_1000_steps                                                                       67.81Ki ±  3%   68.69Ki ± 2%        ~ (p=0.102 n=6)
Query/sum(a_100),_instant_query                                                                                   67.97Ki ±  1%   67.58Ki ± 2%        ~ (p=0.102 n=6)
Query/sum(a_100),_range_query_with_100_steps                                                                      68.02Ki ±  1%   67.81Ki ± 2%        ~ (p=0.394 n=6)
Query/sum(a_100),_range_query_with_1000_steps                                                                     70.36Ki ±  1%   67.00Ki ± 1%   -4.77% (p=0.002 n=6)
Query/sum(a_2000),_instant_query                                                                                  70.21Ki ±  2%   68.74Ki ± 1%   -2.09% (p=0.009 n=6)
Query/sum(a_2000),_range_query_with_100_steps                                                                     77.19Ki ±  2%   68.88Ki ± 1%  -10.77% (p=0.002 n=6)
Query/sum(a_2000),_range_query_with_1000_steps                                                                   130.81Ki ±  1%   72.74Ki ± 2%  -44.39% (p=0.002 n=6)
Query/sum_without_(l)(h_1),_instant_query                                                                         69.12Ki ±  3%   69.31Ki ± 1%        ~ (p=0.937 n=6)
Query/sum_without_(l)(h_1),_range_query_with_100_steps                                                            69.12Ki ±  2%   69.43Ki ± 5%        ~ (p=0.848 n=6)
Query/sum_without_(l)(h_1),_range_query_with_1000_steps                                                           66.74Ki ±  3%   66.62Ki ± 3%        ~ (p=0.846 n=6)
Query/sum_without_(l)(h_100),_instant_query                                                                       68.82Ki ±  1%   68.24Ki ± 1%        ~ (p=0.132 n=6)
Query/sum_without_(l)(h_100),_range_query_with_100_steps                                                          70.95Ki ±  1%   68.20Ki ± 1%   -3.88% (p=0.002 n=6)
Query/sum_without_(l)(h_100),_range_query_with_1000_steps                                                         88.44Ki ±  2%   69.94Ki ± 1%  -20.92% (p=0.002 n=6)
Query/sum_without_(l)(h_2000),_instant_query                                                                      74.87Ki ±  2%   72.48Ki ± 2%   -3.20% (p=0.002 n=6)
Query/sum_without_(l)(h_2000),_range_query_with_100_steps                                                        114.75Ki ±  1%   72.31Ki ± 1%  -36.98% (p=0.002 n=6)
Query/sum_without_(l)(h_2000),_range_query_with_1000_steps                                                       266.33Ki ±  3%   73.56Ki ± 3%  -72.38% (p=0.002 n=6)
Query/sum_without_(le)(h_1),_instant_query                                                                        69.88Ki ±  2%   69.52Ki ± 2%        ~ (p=0.167 n=6)
Query/sum_without_(le)(h_1),_range_query_with_100_steps                                                           69.38Ki ±  2%   67.93Ki ± 3%        ~ (p=0.093 n=6)
Query/sum_without_(le)(h_1),_range_query_with_1000_steps                                                          67.99Ki ±  2%   68.06Ki ± 2%        ~ (p=0.677 n=6)
Query/sum_without_(le)(h_100),_instant_query                                                                      69.01Ki ±  1%   68.65Ki ± 1%        ~ (p=0.093 n=6)
Query/sum_without_(le)(h_100),_range_query_with_100_steps                                                         71.25Ki ±  1%   68.58Ki ± 1%   -3.74% (p=0.002 n=6)
Query/sum_without_(le)(h_100),_range_query_with_1000_steps                                                        92.49Ki ±  2%   72.73Ki ± 2%  -21.36% (p=0.002 n=6)
Query/sum_without_(le)(h_2000),_instant_query                                                                     75.62Ki ±  1%   73.97Ki ± 1%   -2.17% (p=0.002 n=6)
Query/sum_without_(le)(h_2000),_range_query_with_100_steps                                                       121.40Ki ±  1%   81.74Ki ± 3%  -32.67% (p=0.002 n=6)
Query/sum_without_(le)(h_2000),_range_query_with_1000_steps                                                       297.6Ki ±  1%   108.9Ki ± 2%  -63.40% (p=0.002 n=6)
Query/sum(nh_1),_instant_query                                                                                    75.22Ki ±  4%   76.87Ki ± 3%        ~ (p=0.260 n=6)
Query/sum(nh_1),_range_query_with_100_steps                                                                       72.33Ki ±  1%   72.38Ki ± 1%        ~ (p=0.818 n=6)
Query/sum(nh_1),_range_query_with_1000_steps                                                                      72.81Ki ±  1%   72.08Ki ± 1%   -1.00% (p=0.026 n=6)
Query/sum(nh_100),_instant_query                                                                                  69.32Ki ±  1%   69.17Ki ± 1%        ~ (p=0.589 n=6)
Query/sum(nh_100),_range_query_with_100_steps                                                                     74.54Ki ±  1%   69.17Ki ± 2%   -7.20% (p=0.002 n=6)
Query/sum(nh_100),_range_query_with_1000_steps                                                                   123.10Ki ±  1%   70.96Ki ± 1%  -42.36% (p=0.002 n=6)
Query/sum(nh_2000),_instant_query                                                                                 72.69Ki ±  1%   70.21Ki ± 2%   -3.41% (p=0.002 n=6)
Query/sum(nh_2000),_range_query_with_100_steps                                                                   179.40Ki ±  1%   70.96Ki ± 0%  -60.45% (p=0.002 n=6)
Query/sum(nh_2000),_range_query_with_1000_steps                                                                  756.92Ki ± 10%   76.47Ki ± 2%  -89.90% (p=0.002 n=6)
Query/sum_by_(l)(h_1),_instant_query                                                                              70.44Ki ±  2%   69.69Ki ± 2%        ~ (p=0.143 n=6)
Query/sum_by_(l)(h_1),_range_query_with_100_steps                                                                 69.25Ki ±  3%   68.25Ki ± 2%        ~ (p=0.167 n=6)
Query/sum_by_(l)(h_1),_range_query_with_1000_steps                                                                68.17Ki ±  1%   68.00Ki ± 2%        ~ (p=0.589 n=6)
Query/sum_by_(l)(h_100),_instant_query                                                                            68.97Ki ±  1%   68.50Ki ± 1%        ~ (p=0.121 n=6)
Query/sum_by_(l)(h_100),_range_query_with_100_steps                                                               71.30Ki ±  1%   68.62Ki ± 1%   -3.75% (p=0.002 n=6)
Query/sum_by_(l)(h_100),_range_query_with_1000_steps                                                              90.99Ki ±  2%   73.25Ki ± 3%  -19.50% (p=0.002 n=6)
Query/sum_by_(l)(h_2000),_instant_query                                                                           75.67Ki ±  2%   73.60Ki ± 1%   -2.74% (p=0.002 n=6)
Query/sum_by_(l)(h_2000),_range_query_with_100_steps                                                             122.17Ki ±  1%   80.64Ki ± 2%  -34.00% (p=0.002 n=6)
Query/sum_by_(l)(h_2000),_range_query_with_1000_steps                                                             297.4Ki ±  1%   110.6Ki ± 5%  -62.81% (p=0.002 n=6)
Query/sum_by_(le)(h_1),_instant_query                                                                             69.00Ki ±  1%   68.79Ki ± 4%        ~ (p=0.784 n=6)
Query/sum_by_(le)(h_1),_range_query_with_100_steps                                                                69.21Ki ±  3%   69.61Ki ± 3%        ~ (p=0.818 n=6)
Query/sum_by_(le)(h_1),_range_query_with_1000_steps                                                               68.35Ki ±  1%   68.16Ki ± 2%        ~ (p=0.457 n=6)
Query/sum_by_(le)(h_100),_instant_query                                                                           69.19Ki ±  1%   68.44Ki ± 1%   -1.08% (p=0.015 n=6)
Query/sum_by_(le)(h_100),_range_query_with_100_steps                                                              70.63Ki ±  2%   68.05Ki ± 1%   -3.64% (p=0.002 n=6)
Query/sum_by_(le)(h_100),_range_query_with_1000_steps                                                             87.62Ki ±  3%   70.06Ki ± 1%  -20.05% (p=0.002 n=6)
Query/sum_by_(le)(h_2000),_instant_query                                                                          74.92Ki ±  1%   72.97Ki ± 1%   -2.60% (p=0.002 n=6)
Query/sum_by_(le)(h_2000),_range_query_with_100_steps                                                            114.21Ki ±  2%   72.03Ki ± 1%  -36.93% (p=0.002 n=6)
Query/sum_by_(le)(h_2000),_range_query_with_1000_steps                                                           265.11Ki ±  0%   73.50Ki ± 4%  -72.28% (p=0.002 n=6)
Query/sum_by_(l)(nh_1),_instant_query                                                                             76.75Ki ±  2%   75.81Ki ± 4%        ~ (p=0.394 n=6)
Query/sum_by_(l)(nh_1),_range_query_with_100_steps                                                                72.40Ki ±  2%   72.43Ki ± 0%        ~ (p=0.937 n=6)
Query/sum_by_(l)(nh_1),_range_query_with_1000_steps                                                               72.96Ki ±  1%   72.05Ki ± 1%   -1.24% (p=0.009 n=6)
Query/sum_by_(l)(nh_100),_instant_query                                                                           69.47Ki ±  1%   69.35Ki ± 2%        ~ (p=0.699 n=6)
Query/sum_by_(l)(nh_100),_range_query_with_100_steps                                                              79.95Ki ±  2%   75.03Ki ± 1%   -6.15% (p=0.002 n=6)
Query/sum_by_(l)(nh_100),_range_query_with_1000_steps                                                             175.6Ki ±  1%   123.2Ki ± 2%  -29.83% (p=0.002 n=6)
Query/sum_by_(l)(nh_2000),_instant_query                                                                          73.97Ki ±  1%   73.65Ki ± 1%        ~ (p=0.223 n=6)
Query/sum_by_(l)(nh_2000),_range_query_with_100_steps                                                             282.6Ki ±  2%   183.4Ki ± 1%  -35.09% (p=0.002 n=6)
Query/sum_by_(l)(nh_2000),_range_query_with_1000_steps                                                           1140.3Ki ±  0%   735.8Ki ± 7%  -35.47% (p=0.002 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_instant_query                                                                69.37Ki ±  3%   70.87Ki ± 5%        ~ (p=0.394 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_100_steps                                                   69.41Ki ±  3%   70.60Ki ± 2%        ~ (p=0.420 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_1000_steps                                                  69.12Ki ±  1%   69.30Ki ± 1%        ~ (p=0.699 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_instant_query                                                            68.60Ki ±  1%   68.34Ki ± 3%        ~ (p=0.589 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_100_steps                                               67.99Ki ±  1%   69.59Ki ± 1%   +2.35% (p=0.002 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_1000_steps                                              74.62Ki ±  2%   75.61Ki ± 2%        ~ (p=0.093 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_instant_query                                                          71.42Ki ±  1%   70.44Ki ± 1%   -1.37% (p=0.009 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_100_steps                                             91.84Ki ±  2%   83.73Ki ± 2%   -8.83% (p=0.002 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_1000_steps                                            156.8Ki ±  0%   155.9Ki ± 1%   -0.56% (p=0.026 n=6)
Query/sum(a_1_+_b_1),_instant_query                                                                               69.44Ki ±  4%   69.81Ki ± 3%        ~ (p=0.457 n=6)
Query/sum(a_1_+_b_1),_range_query_with_100_steps                                                                  70.19Ki ±  2%   69.89Ki ± 2%        ~ (p=0.937 n=6)
Query/sum(a_1_+_b_1),_range_query_with_1000_steps                                                                 68.83Ki ±  1%   69.24Ki ± 1%        ~ (p=0.699 n=6)
Query/sum(a_100_+_b_100),_instant_query                                                                           68.12Ki ±  2%   68.22Ki ± 1%        ~ (p=0.589 n=6)
Query/sum(a_100_+_b_100),_range_query_with_100_steps                                                              68.97Ki ±  1%   68.08Ki ± 1%   -1.30% (p=0.002 n=6)
Query/sum(a_100_+_b_100),_range_query_with_1000_steps                                                             75.19Ki ±  1%   68.50Ki ± 1%   -8.89% (p=0.002 n=6)
Query/sum(a_2000_+_b_2000),_instant_query                                                                         72.38Ki ±  1%   71.29Ki ± 1%   -1.51% (p=0.015 n=6)
Query/sum(a_2000_+_b_2000),_range_query_with_100_steps                                                            92.62Ki ±  2%   71.14Ki ± 1%  -23.18% (p=0.002 n=6)
Query/sum(a_2000_+_b_2000),_range_query_with_1000_steps                                                          156.86Ki ±  0%   82.62Ki ± 3%  -47.33% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_instant_query                                                                   69.96Ki ±  1%   69.55Ki ± 2%        ~ (p=0.310 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_100_steps                                                      69.58Ki ±  2%   68.96Ki ± 2%        ~ (p=0.394 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_1000_steps                                                     67.42Ki ±  1%   67.18Ki ± 4%        ~ (p=0.485 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_instant_query                                                                 69.07Ki ±  2%   68.72Ki ± 1%        ~ (p=0.132 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_100_steps                                                    70.32Ki ±  2%   67.81Ki ± 1%   -3.57% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_1000_steps                                                   83.21Ki ±  1%   69.11Ki ± 1%  -16.95% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_instant_query                                                                74.78Ki ±  1%   75.14Ki ± 2%        ~ (p=0.310 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_100_steps                                                  113.69Ki ±  2%   72.58Ki ± 1%  -36.16% (p=0.002 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_1000_steps                                                 264.90Ki ±  0%   73.08Ki ± 4%  -72.41% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_instant_query                                                               69.77Ki ±  3%   68.18Ki ± 4%        ~ (p=0.132 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_range_query_with_100_steps                                                  68.97Ki ±  3%   69.78Ki ± 4%        ~ (p=0.937 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_range_query_with_1000_steps                                                 68.78Ki ±  2%   69.28Ki ± 4%        ~ (p=0.818 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_instant_query                                                             68.14Ki ±  1%   68.15Ki ± 2%        ~ (p=0.937 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_range_query_with_100_steps                                                68.00Ki ±  1%   67.27Ki ± 1%   -1.07% (p=0.041 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_range_query_with_1000_steps                                               69.34Ki ±  1%   66.52Ki ± 3%   -4.06% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_instant_query                                                            70.30Ki ±  2%   69.42Ki ± 1%        ~ (p=0.065 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_range_query_with_100_steps                                               75.92Ki ±  1%   69.07Ki ± 1%   -9.02% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_range_query_with_1000_steps                                             126.21Ki ± 11%   71.76Ki ± 2%  -43.15% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_instant_query                              69.94Ki ±  2%   69.75Ki ± 3%        ~ (p=0.418 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_range_query_with_100_steps                 69.10Ki ±  1%   68.87Ki ± 4%        ~ (p=0.615 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_range_query_with_1000_steps                68.51Ki ±  2%   68.31Ki ± 2%        ~ (p=0.394 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_instant_query                          68.06Ki ±  1%   67.65Ki ± 1%        ~ (p=0.589 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_range_query_with_100_steps             68.44Ki ±  2%   67.48Ki ± 1%   -1.39% (p=0.028 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_range_query_with_1000_steps            69.86Ki ±  1%   67.31Ki ± 2%   -3.64% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_instant_query                        70.79Ki ±  1%   70.08Ki ± 2%        ~ (p=0.180 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_range_query_with_100_steps           77.62Ki ±  1%   70.19Ki ± 1%   -9.57% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_range_query_with_1000_steps         100.37Ki ± 28%   76.58Ki ± 1%  -23.70% (p=0.002 n=6)
geomean                                                                                                           96.47Ki         85.62Ki       -11.25%

TL;DR: Some good 30-40% improvements on performance and bytes.

@jhesketh
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jhesketh commented Aug 6, 2024

This branch vs main.

goos: linux
goarch: amd64
pkg: github.com/grafana/mimir/pkg/streamingpromql/benchmarks
cpu: Intel(R) Xeon(R) CPU E5-2686 v4 @ 2.30GHz
                                                                                                                      │   main.txt   │              binops.txt               │
                                                                                                                      │    sec/op    │    sec/op      vs base                │
Query/a_1,_instant_query/Mimir-8                                                                                        691.9µ ±  4%    659.7µ ±  3%   -4.65% (p=0.002 n=6)
Query/a_1,_instant_query/Prometheus-8                                                                                   685.2µ ±  5%    674.1µ ±  2%        ~ (p=0.093 n=6)
Query/a_1,_range_query_with_100_steps/Mimir-8                                                                           697.8µ ±  2%    688.0µ ±  4%        ~ (p=0.065 n=6)
Query/a_1,_range_query_with_100_steps/Prometheus-8                                                                      721.4µ ±  4%    702.2µ ±  2%        ~ (p=0.065 n=6)
Query/a_1,_range_query_with_1000_steps/Mimir-8                                                                          869.5µ ±  5%    852.9µ ±  2%        ~ (p=0.394 n=6)
Query/a_1,_range_query_with_1000_steps/Prometheus-8                                                                     822.9µ ±  8%    863.4µ ±  3%        ~ (p=0.132 n=6)
Query/a_100,_instant_query/Mimir-8                                                                                      1.784m ±  4%    1.843m ±  1%        ~ (p=0.065 n=6)
Query/a_100,_instant_query/Prometheus-8                                                                                 1.826m ±  1%    1.863m ±  2%   +2.03% (p=0.015 n=6)
Query/a_100,_range_query_with_100_steps/Mimir-8                                                                         2.825m ±  2%    2.831m ±  1%        ~ (p=0.589 n=6)
Query/a_100,_range_query_with_100_steps/Prometheus-8                                                                    2.873m ±  1%    2.868m ±  1%        ~ (p=0.310 n=6)
Query/a_100,_range_query_with_1000_steps/Mimir-8                                                                        12.53m ±  1%    12.51m ±  2%        ~ (p=0.818 n=6)
Query/a_100,_range_query_with_1000_steps/Prometheus-8                                                                   12.80m ±  1%    12.56m ±  2%   -1.88% (p=0.041 n=6)
Query/a_2000,_instant_query/Mimir-8                                                                                     21.34m ±  2%    21.36m ±  1%        ~ (p=0.937 n=6)
Query/a_2000,_instant_query/Prometheus-8                                                                                21.75m ±  2%    21.66m ±  1%        ~ (p=0.589 n=6)
Query/a_2000,_range_query_with_100_steps/Mimir-8                                                                        41.74m ±  1%    41.61m ±  2%        ~ (p=0.589 n=6)
Query/a_2000,_range_query_with_100_steps/Prometheus-8                                                                   42.70m ±  3%    42.08m ±  1%        ~ (p=0.132 n=6)
Query/a_2000,_range_query_with_1000_steps/Mimir-8                                                                       228.4m ±  1%    227.2m ±  1%        ~ (p=0.310 n=6)
Query/a_2000,_range_query_with_1000_steps/Prometheus-8                                                                  235.2m ±  2%    233.0m ±  1%        ~ (p=0.240 n=6)
Query/nh_1,_instant_query/Mimir-8                                                                                       739.2µ ±  3%    738.6µ ±  4%        ~ (p=0.699 n=6)
Query/nh_1_+_nh_1,_instant_query/Mimir-8                                                                                1.422m ±  4%    1.424m ±  3%        ~ (p=0.347 n=12)
Query/nh_1,_instant_query/Prometheus-8                                                                                  738.0µ ± 12%    762.4µ ±  5%        ~ (p=0.065 n=6)
Query/nh_1_+_nh_1,_instant_query/Prometheus-8                                                                           1.388m ±  3%    1.458m ±  2%   +5.03% (p=0.004 n=12)
Query/nh_1,_range_query_with_100_steps/Mimir-8                                                                          831.7µ ±  4%    848.1µ ±  4%        ~ (p=0.310 n=6)
Query/nh_1_+_nh_1,_range_query_with_100_steps/Mimir-8                                                                   1.611m ±  3%    1.653m ±  2%   +2.62% (p=0.001 n=12)
Query/nh_1,_range_query_with_100_steps/Prometheus-8                                                                     840.9µ ±  5%    831.2µ ±  3%        ~ (p=1.000 n=6)
Query/nh_1_+_nh_1,_range_query_with_100_steps/Prometheus-8                                                              1.717m ±  3%    1.714m ±  2%        ~ (p=0.551 n=12)
Query/nh_1,_range_query_with_1000_steps/Mimir-8                                                                         1.580m ±  2%    1.606m ±  1%   +1.61% (p=0.015 n=6)
Query/nh_1_+_nh_1,_range_query_with_1000_steps/Mimir-8                                                                  3.137m ±  2%    3.586m ±  1%  +14.31% (p=0.000 n=12)
Query/nh_1,_range_query_with_1000_steps/Prometheus-8                                                                    1.619m ±  1%    1.611m ±  3%        ~ (p=0.818 n=6)
Query/nh_1_+_nh_1,_range_query_with_1000_steps/Prometheus-8                                                             4.106m ±  1%    4.121m ±  1%        ~ (p=0.143 n=12)
Query/nh_100,_instant_query/Mimir-8                                                                                     3.886m ±  1%    3.860m ±  2%        ~ (p=0.699 n=6)
Query/nh_100_+_nh_100,_instant_query/Mimir-8                                                                            8.065m ±  1%    8.033m ±  1%        ~ (p=0.755 n=12)
Query/nh_100,_instant_query/Prometheus-8                                                                                3.914m ±  2%    3.933m ±  1%        ~ (p=0.589 n=6)
Query/nh_100_+_nh_100,_instant_query/Prometheus-8                                                                       8.059m ±  1%    8.076m ±  1%        ~ (p=0.630 n=12)
Query/nh_100,_range_query_with_100_steps/Mimir-8                                                                        12.01m ±  2%    12.06m ±  1%        ~ (p=0.240 n=6)
Query/nh_100_+_nh_100,_range_query_with_100_steps/Mimir-8                                                               24.62m ±  1%    29.53m ±  1%  +19.97% (p=0.000 n=12)
Query/nh_100,_range_query_with_100_steps/Prometheus-8                                                                   12.09m ±  1%    12.22m ±  2%        ~ (p=0.093 n=6)
Query/nh_100_+_nh_100,_range_query_with_100_steps/Prometheus-8                                                          39.15m ±  1%    39.21m ±  1%        ~ (p=0.551 n=12)
Query/nh_100,_range_query_with_1000_steps/Mimir-8                                                                       85.20m ±  1%    86.31m ±  1%   +1.30% (p=0.002 n=6)
Query/nh_100_+_nh_100,_range_query_with_1000_steps/Mimir-8                                                              171.4m ±  1%    221.0m ±  1%  +28.91% (p=0.000 n=12)
Query/nh_100,_range_query_with_1000_steps/Prometheus-8                                                                  85.49m ±  1%    86.65m ±  1%   +1.35% (p=0.002 n=6)
Query/nh_100_+_nh_100,_range_query_with_1000_steps/Prometheus-8                                                         330.0m ±  1%    331.2m ±  1%        ~ (p=0.590 n=12)
Query/nh_2000,_instant_query/Mimir-8                                                                                    63.42m ±  1%    63.88m ±  3%        ~ (p=0.240 n=6)
Query/nh_2000_+_nh_2000,_instant_query/Mimir-8                                                                          131.7m ±  1%    131.8m ±  1%        ~ (p=0.198 n=12)
Query/nh_2000,_instant_query/Prometheus-8                                                                               63.47m ±  1%    63.89m ±  1%        ~ (p=0.065 n=6)
Query/nh_2000_+_nh_2000,_instant_query/Prometheus-8                                                                     134.6m ±  1%    134.3m ±  0%        ~ (p=0.410 n=12)
Query/nh_2000,_range_query_with_100_steps/Mimir-8                                                                       222.7m ±  2%    225.8m ±  1%        ~ (p=0.093 n=6)
Query/nh_2000_+_nh_2000,_range_query_with_100_steps/Mimir-8                                                             449.6m ±  1%    562.5m ±  1%  +25.11% (p=0.000 n=12)
Query/nh_2000,_range_query_with_100_steps/Prometheus-8                                                                  223.7m ±  1%    224.8m ±  2%        ~ (p=0.132 n=6)
Query/nh_2000_+_nh_2000,_range_query_with_100_steps/Prometheus-8                                                        837.2m ±  1%    836.6m ±  2%        ~ (p=0.630 n=12)
Query/nh_2000,_range_query_with_1000_steps/Mimir-8                                                                       2.052 ±  2%     2.034 ±  3%        ~ (p=0.699 n=6)
Query/nh_2000_+_nh_2000,_range_query_with_1000_steps/Mimir-8                                                             3.308 ±  0%     4.573 ±  1%  +38.25% (p=0.000 n=12)
Query/nh_2000,_range_query_with_1000_steps/Prometheus-8                                                                  2.079 ±  2%     2.112 ±  4%        ~ (p=0.240 n=6)
Query/nh_2000_+_nh_2000,_range_query_with_1000_steps/Prometheus-8                                                        7.973 ±  1%     7.968 ±  1%        ~ (p=0.590 n=12)
Query/a_1[1m],_instant_query/Mimir-8                                                                                    662.0µ ± 11%    654.1µ ±  4%        ~ (p=0.937 n=6)
Query/a_1[1m],_instant_query/Prometheus-8                                                                               706.5µ ±  8%    686.7µ ±  4%        ~ (p=0.310 n=6)
Query/a_100[1m],_instant_query/Mimir-8                                                                                  1.142m ±  1%    1.136m ±  2%        ~ (p=0.589 n=6)
Query/a_100[1m],_instant_query/Prometheus-8                                                                             1.229m ±  2%    1.213m ±  4%        ~ (p=0.240 n=6)
Query/a_2000[1m],_instant_query/Mimir-8                                                                                 8.227m ±  1%    8.149m ±  1%        ~ (p=0.180 n=6)
Query/a_2000[1m],_instant_query/Prometheus-8                                                                            9.343m ±  1%    9.357m ±  1%        ~ (p=0.699 n=6)
Query/rate(a_1[1m]),_instant_query/Mimir-8                                                                              652.6µ ±  6%    673.0µ ±  5%        ~ (p=0.065 n=6)
Query/rate(a_1[1m]),_instant_query/Prometheus-8                                                                         669.0µ ±  4%    698.7µ ±  2%   +4.44% (p=0.002 n=6)
Query/rate(a_1[1m]),_range_query_with_100_steps/Mimir-8                                                                 682.4µ ±  3%    685.0µ ±  6%        ~ (p=0.240 n=6)
Query/rate(a_1[1m]),_range_query_with_100_steps/Prometheus-8                                                            756.6µ ±  2%    726.2µ ±  6%   -4.01% (p=0.041 n=6)
Query/rate(a_1[1m]),_range_query_with_1000_steps/Mimir-8                                                                913.6µ ±  2%    868.4µ ±  1%   -4.94% (p=0.002 n=6)
Query/rate(a_1[1m]),_range_query_with_1000_steps/Prometheus-8                                                           994.8µ ±  3%   1000.9µ ±  5%        ~ (p=0.699 n=6)
Query/rate(a_100[1m]),_instant_query/Mimir-8                                                                            1.134m ±  1%    1.139m ±  1%        ~ (p=0.394 n=6)
Query/rate(a_100[1m]),_instant_query/Prometheus-8                                                                       1.307m ±  2%    1.319m ±  2%        ~ (p=0.180 n=6)
Query/rate(a_100[1m]),_range_query_with_100_steps/Mimir-8                                                               2.464m ±  1%    2.487m ±  1%        ~ (p=0.093 n=6)
Query/rate(a_100[1m]),_range_query_with_100_steps/Prometheus-8                                                          3.455m ±  2%    3.423m ±  2%        ~ (p=0.485 n=6)
Query/rate(a_100[1m]),_range_query_with_1000_steps/Mimir-8                                                              15.05m ±  2%    15.03m ±  2%        ~ (p=0.937 n=6)
Query/rate(a_100[1m]),_range_query_with_1000_steps/Prometheus-8                                                         23.84m ±  2%    23.59m ±  1%        ~ (p=0.180 n=6)
Query/rate(a_2000[1m]),_instant_query/Mimir-8                                                                           7.991m ±  1%    7.998m ±  1%        ~ (p=0.818 n=6)
Query/rate(a_2000[1m]),_instant_query/Prometheus-8                                                                      11.34m ±  1%    11.35m ±  1%        ~ (p=0.485 n=6)
Query/rate(a_2000[1m]),_range_query_with_100_steps/Mimir-8                                                              35.31m ±  1%    35.64m ±  1%        ~ (p=0.093 n=6)
Query/rate(a_2000[1m]),_range_query_with_100_steps/Prometheus-8                                                         56.50m ±  1%    55.89m ±  1%        ~ (p=0.093 n=6)
Query/rate(a_2000[1m]),_range_query_with_1000_steps/Mimir-8                                                             275.4m ±  1%    276.3m ±  1%        ~ (p=0.589 n=6)
Query/rate(a_2000[1m]),_range_query_with_1000_steps/Prometheus-8                                                        447.8m ±  1%    443.7m ±  1%   -0.92% (p=0.004 n=6)
Query/rate(a_1[1m]),_range_query_with_10000_steps/Mimir-8                                                               2.543m ±  1%    2.541m ±  1%        ~ (p=0.937 n=6)
Query/rate(a_1[1m]),_range_query_with_10000_steps/Prometheus-8                                                          3.277m ±  1%    3.255m ±  1%        ~ (p=0.065 n=6)
Query/rate(a_100[1m]),_range_query_with_10000_steps/Mimir-8                                                             148.1m ±  1%    148.3m ±  1%        ~ (p=0.937 n=6)
Query/rate(a_100[1m]),_range_query_with_10000_steps/Prometheus-8                                                        230.8m ±  1%    231.5m ±  1%        ~ (p=0.589 n=6)
Query/rate(a_2000[1m]),_range_query_with_10000_steps/Mimir-8                                                             2.929 ±  4%     2.906 ±  2%        ~ (p=0.394 n=6)
Query/rate(a_2000[1m]),_range_query_with_10000_steps/Prometheus-8                                                        4.762 ±  1%     4.723 ±  2%        ~ (p=0.240 n=6)
Query/rate(nh_1[1m]),_instant_query/Mimir-8                                                                             680.4µ ±  5%    681.4µ ±  5%        ~ (p=0.699 n=6)
Query/rate(nh_1[1m]),_instant_query/Prometheus-8                                                                        713.5µ ±  3%    713.8µ ±  3%        ~ (p=0.937 n=6)
Query/rate(nh_1[1m]),_range_query_with_100_steps/Mimir-8                                                                828.2µ ±  3%    847.5µ ±  2%   +2.33% (p=0.026 n=6)
Query/rate(nh_1[1m]),_range_query_with_100_steps/Prometheus-8                                                           887.1µ ±  1%    902.5µ ±  3%        ~ (p=0.093 n=6)
Query/rate(nh_1[1m]),_range_query_with_1000_steps/Mimir-8                                                               1.720m ±  1%    1.734m ±  1%        ~ (p=0.132 n=6)
Query/rate(nh_1[1m]),_range_query_with_1000_steps/Prometheus-8                                                          1.998m ±  2%    2.023m ±  2%        ~ (p=0.485 n=6)
Query/rate(nh_100[1m]),_instant_query/Mimir-8                                                                           1.404m ±  2%    1.401m ±  3%        ~ (p=0.937 n=6)
Query/rate(nh_100[1m]),_instant_query/Prometheus-8                                                                      1.607m ±  2%    1.615m ±  2%        ~ (p=0.394 n=6)
Query/rate(nh_100[1m]),_range_query_with_100_steps/Mimir-8                                                              11.12m ±  1%    11.30m ±  1%   +1.59% (p=0.004 n=6)
Query/rate(nh_100[1m]),_range_query_with_100_steps/Prometheus-8                                                         14.12m ±  1%    14.38m ±  1%   +1.84% (p=0.009 n=6)
Query/rate(nh_100[1m]),_range_query_with_1000_steps/Mimir-8                                                             96.60m ±  1%    98.11m ±  1%   +1.56% (p=0.002 n=6)
Query/rate(nh_100[1m]),_range_query_with_1000_steps/Prometheus-8                                                        126.1m ±  2%    126.5m ±  1%        ~ (p=0.589 n=6)
Query/rate(nh_2000[1m]),_instant_query/Mimir-8                                                                          13.02m ±  2%    13.23m ±  1%   +1.60% (p=0.041 n=6)
Query/rate(nh_2000[1m]),_instant_query/Prometheus-8                                                                     16.91m ±  1%    17.17m ±  1%   +1.56% (p=0.002 n=6)
Query/rate(nh_2000[1m]),_range_query_with_100_steps/Mimir-8                                                             202.4m ±  1%    204.3m ±  0%   +0.94% (p=0.015 n=6)
Query/rate(nh_2000[1m]),_range_query_with_100_steps/Prometheus-8                                                        259.9m ±  1%    263.2m ±  1%   +1.27% (p=0.002 n=6)
Query/rate(nh_2000[1m]),_range_query_with_1000_steps/Mimir-8                                                             2.171 ±  1%     2.186 ±  1%   +0.69% (p=0.041 n=6)
Query/rate(nh_2000[1m]),_range_query_with_1000_steps/Prometheus-8                                                        2.700 ±  1%     2.735 ±  0%   +1.30% (p=0.002 n=6)
Query/rate(nh_1[1m]),_range_query_with_10000_steps/Mimir-8                                                              11.02m ±  1%    11.14m ±  1%   +1.06% (p=0.015 n=6)
Query/rate(nh_1[1m]),_range_query_with_10000_steps/Prometheus-8                                                         13.95m ±  3%    14.20m ±  2%        ~ (p=0.394 n=6)
Query/rate(nh_100[1m]),_range_query_with_10000_steps/Mimir-8                                                             1.095 ±  1%     1.109 ±  3%        ~ (p=0.093 n=6)
Query/rate(nh_100[1m]),_range_query_with_10000_steps/Prometheus-8                                                        1.389 ±  2%     1.399 ±  1%        ~ (p=0.093 n=6)
Query/rate(nh_2000[1m]),_range_query_with_10000_steps/Mimir-8                                                            21.20 ±  0%     21.41 ±  1%   +0.99% (p=0.004 n=6)
Query/rate(nh_2000[1m]),_range_query_with_10000_steps/Prometheus-8                                                       27.24 ±  1%     27.61 ±  1%   +1.38% (p=0.002 n=6)
Query/rate(a_1[1d]),_instant_query/Mimir-8                                                                              2.039m ±  1%    2.048m ±  1%        ~ (p=0.394 n=6)
Query/rate(a_1[1d]),_instant_query/Prometheus-8                                                                         2.315m ±  1%    2.325m ±  1%        ~ (p=0.394 n=6)
Query/rate(a_1[1d]),_range_query_with_100_steps/Mimir-8                                                                 2.538m ±  1%    2.635m ±  1%   +3.83% (p=0.002 n=6)
Query/rate(a_1[1d]),_range_query_with_100_steps/Prometheus-8                                                            3.131m ±  3%    3.225m ±  2%   +3.03% (p=0.015 n=6)
Query/rate(a_1[1d]),_range_query_with_1000_steps/Mimir-8                                                                7.801m ±  1%    8.568m ±  2%   +9.83% (p=0.002 n=6)
Query/rate(a_1[1d]),_range_query_with_1000_steps/Prometheus-8                                                           11.61m ±  2%    11.74m ±  2%        ~ (p=0.132 n=6)
Query/rate(a_100[1d]),_instant_query/Mimir-8                                                                            93.70m ±  1%    93.68m ±  1%        ~ (p=0.937 n=6)
Query/rate(a_100[1d]),_instant_query/Prometheus-8                                                                       107.6m ±  2%    108.1m ±  1%        ~ (p=0.093 n=6)
Query/rate(a_100[1d]),_range_query_with_100_steps/Mimir-8                                                               152.1m ±  1%    160.0m ±  1%   +5.17% (p=0.002 n=6)
Query/rate(a_100[1d]),_range_query_with_100_steps/Prometheus-8                                                          202.6m ±  1%    203.4m ±  1%        ~ (p=0.093 n=6)
Query/rate(a_100[1d]),_range_query_with_1000_steps/Mimir-8                                                              684.3m ±  0%    753.9m ±  0%  +10.17% (p=0.002 n=6)
Query/rate(a_100[1d]),_range_query_with_1000_steps/Prometheus-8                                                          1.057 ±  1%     1.053 ±  1%        ~ (p=0.394 n=6)
Query/rate(a_2000[1d]),_instant_query/Mimir-8                                                                            1.712 ±  2%     1.669 ±  1%   -2.49% (p=0.009 n=6)
Query/rate(a_2000[1d]),_instant_query/Prometheus-8                                                                       1.953 ±  2%     1.954 ±  2%        ~ (p=0.818 n=6)
Query/rate(a_2000[1d]),_range_query_with_100_steps/Mimir-8                                                               2.871 ±  1%     2.986 ±  0%   +3.99% (p=0.002 n=6)
Query/rate(a_2000[1d]),_range_query_with_100_steps/Prometheus-8                                                          3.836 ±  2%     3.840 ±  1%        ~ (p=0.818 n=6)
Query/rate(a_2000[1d]),_range_query_with_1000_steps/Mimir-8                                                              13.49 ±  0%     14.85 ±  0%  +10.08% (p=0.002 n=6)
Query/rate(a_2000[1d]),_range_query_with_1000_steps/Prometheus-8                                                         20.73 ±  1%     20.70 ±  0%        ~ (p=0.180 n=6)
Query/rate(nh_1[1h]),_instant_query/Mimir-8                                                                             961.9µ ±  2%    954.0µ ±  4%        ~ (p=0.394 n=6)
Query/rate(nh_1[1h]),_instant_query/Prometheus-8                                                                        1.033m ±  2%    1.027m ±  3%        ~ (p=0.699 n=6)
Query/rate(nh_1[1h]),_range_query_with_100_steps/Mimir-8                                                                1.264m ±  2%    1.265m ±  5%        ~ (p=1.000 n=6)
Query/rate(nh_1[1h]),_range_query_with_100_steps/Prometheus-8                                                           1.613m ±  2%    1.619m ±  2%        ~ (p=0.485 n=6)
Query/rate(nh_1[1h]),_range_query_with_1000_steps/Mimir-8                                                               4.128m ±  3%    4.108m ±  1%        ~ (p=0.394 n=6)
Query/rate(nh_1[1h]),_range_query_with_1000_steps/Prometheus-8                                                          6.714m ±  2%    6.705m ±  1%        ~ (p=0.937 n=6)
Query/rate(nh_100[1h]),_instant_query/Mimir-8                                                                           13.72m ±  1%    13.85m ±  0%   +0.98% (p=0.015 n=6)
Query/rate(nh_100[1h]),_instant_query/Prometheus-8                                                                      16.02m ±  1%    16.22m ±  2%   +1.25% (p=0.041 n=6)
Query/rate(nh_100[1h]),_range_query_with_100_steps/Mimir-8                                                              46.63m ±  0%    46.58m ±  1%        ~ (p=0.310 n=6)
Query/rate(nh_100[1h]),_range_query_with_100_steps/Prometheus-8                                                         74.18m ±  1%    73.98m ±  1%        ~ (p=0.180 n=6)
Query/rate(nh_100[1h]),_range_query_with_1000_steps/Mimir-8                                                             348.6m ±  0%    348.9m ±  1%        ~ (p=0.485 n=6)
Query/rate(nh_100[1h]),_range_query_with_1000_steps/Prometheus-8                                                        605.9m ±  0%    605.5m ±  1%        ~ (p=0.699 n=6)
Query/rate(nh_2000[1h]),_instant_query/Mimir-8                                                                          251.3m ±  0%    252.1m ±  1%        ~ (p=0.310 n=6)
Query/rate(nh_2000[1h]),_instant_query/Prometheus-8                                                                     296.0m ±  1%    297.1m ±  1%        ~ (p=0.180 n=6)
Query/rate(nh_2000[1h]),_range_query_with_100_steps/Mimir-8                                                             905.1m ±  1%    912.2m ±  1%        ~ (p=0.093 n=6)
Query/rate(nh_2000[1h]),_range_query_with_100_steps/Prometheus-8                                                         1.478 ±  1%     1.476 ±  1%        ~ (p=0.240 n=6)
Query/rate(nh_2000[1h]),_range_query_with_1000_steps/Mimir-8                                                             7.188 ±  0%     7.196 ±  0%        ~ (p=0.818 n=6)
Query/rate(nh_2000[1h]),_range_query_with_1000_steps/Prometheus-8                                                        12.19 ±  0%     12.18 ±  0%        ~ (p=0.485 n=6)
Query/a_1_-_b_1,_instant_query/Mimir-8                                                                                  1.346m ±  5%    1.363m ±  6%        ~ (p=0.485 n=6)
Query/a_1_-_b_1,_instant_query/Prometheus-8                                                                             1.324m ±  3%    1.324m ±  8%        ~ (p=0.485 n=6)
Query/a_1_-_b_1,_range_query_with_100_steps/Mimir-8                                                                     1.376m ±  3%    1.332m ±  3%   -3.16% (p=0.009 n=6)
Query/a_1_-_b_1,_range_query_with_100_steps/Prometheus-8                                                                1.427m ±  3%    1.469m ±  4%        ~ (p=0.132 n=6)
Query/a_1_-_b_1,_range_query_with_1000_steps/Mimir-8                                                                    1.654m ±  2%    1.706m ±  5%        ~ (p=0.093 n=6)
Query/a_1_-_b_1,_range_query_with_1000_steps/Prometheus-8                                                               2.078m ±  4%    2.150m ±  2%   +3.47% (p=0.002 n=6)
Query/a_100_-_b_100,_instant_query/Mimir-8                                                                              3.729m ±  1%    3.835m ±  2%   +2.83% (p=0.026 n=6)
Query/a_100_-_b_100,_instant_query/Prometheus-8                                                                         3.738m ±  3%    3.794m ±  3%        ~ (p=0.240 n=6)
Query/a_100_-_b_100,_range_query_with_100_steps/Mimir-8                                                                 5.728m ±  1%    5.954m ±  2%   +3.94% (p=0.002 n=6)
Query/a_100_-_b_100,_range_query_with_100_steps/Prometheus-8                                                            9.552m ±  1%    9.681m ±  1%        ~ (p=0.093 n=6)
Query/a_100_-_b_100,_range_query_with_1000_steps/Mimir-8                                                                25.38m ±  2%    26.70m ±  1%   +5.22% (p=0.002 n=6)
Query/a_100_-_b_100,_range_query_with_1000_steps/Prometheus-8                                                           66.99m ±  0%    66.96m ±  1%        ~ (p=0.699 n=6)
Query/a_2000_-_b_2000,_instant_query/Mimir-8                                                                            45.75m ±  0%    46.20m ±  1%   +0.97% (p=0.041 n=6)
Query/a_2000_-_b_2000,_instant_query/Prometheus-8                                                                       45.95m ±  1%    45.84m ±  2%        ~ (p=0.485 n=6)
Query/a_2000_-_b_2000,_range_query_with_100_steps/Mimir-8                                                               87.30m ±  1%    90.34m ±  1%   +3.48% (p=0.002 n=6)
Query/a_2000_-_b_2000,_range_query_with_100_steps/Prometheus-8                                                          180.8m ±  1%    181.6m ±  1%        ~ (p=0.394 n=6)
Query/a_2000_-_b_2000,_range_query_with_1000_steps/Mimir-8                                                              466.1m ±  1%    493.3m ±  1%   +5.85% (p=0.002 n=6)
Query/a_2000_-_b_2000,_range_query_with_1000_steps/Prometheus-8                                                          1.485 ±  1%     1.497 ±  1%   +0.81% (p=0.041 n=6)
Query/nh_1_/_a_1,_instant_query/Mimir-8                                                                                 1.364m ±  3%    1.376m ±  5%        ~ (p=0.699 n=6)
Query/nh_1_/_a_1,_instant_query/Prometheus-8                                                                            1.389m ±  3%    1.414m ±  6%        ~ (p=0.180 n=6)
Query/nh_1_/_a_1,_range_query_with_100_steps/Mimir-8                                                                    1.521m ±  3%    1.554m ± 10%        ~ (p=0.240 n=6)
Query/nh_1_/_a_1,_range_query_with_100_steps/Prometheus-8                                                               1.613m ±  8%    1.627m ±  7%        ~ (p=0.589 n=6)
Query/nh_1_/_a_1,_range_query_with_1000_steps/Mimir-8                                                                   2.383m ±  3%    2.716m ±  1%  +13.98% (p=0.002 n=6)
Query/nh_1_/_a_1,_range_query_with_1000_steps/Prometheus-8                                                              3.120m ±  1%    3.152m ±  3%        ~ (p=0.180 n=6)
Query/nh_100_/_a_100,_instant_query/Mimir-8                                                                             5.862m ±  1%    5.919m ±  1%        ~ (p=0.065 n=6)
Query/nh_100_/_a_100,_instant_query/Prometheus-8                                                                        5.795m ±  2%    5.898m ±  2%        ~ (p=0.132 n=6)
Query/nh_100_/_a_100,_range_query_with_100_steps/Mimir-8                                                                15.19m ±  1%    18.16m ±  1%  +19.59% (p=0.002 n=6)
Query/nh_100_/_a_100,_range_query_with_100_steps/Prometheus-8                                                           24.78m ±  3%    24.95m ±  3%        ~ (p=0.699 n=6)
Query/nh_100_/_a_100,_range_query_with_1000_steps/Mimir-8                                                               97.21m ±  1%   124.47m ±  2%  +28.04% (p=0.002 n=6)
Query/nh_100_/_a_100,_range_query_with_1000_steps/Prometheus-8                                                          206.9m ±  1%    211.3m ±  4%        ~ (p=0.065 n=6)
Query/nh_2000_/_a_2000,_instant_query/Mimir-8                                                                           88.72m ±  2%    89.82m ±  1%   +1.24% (p=0.002 n=6)
Query/nh_2000_/_a_2000,_instant_query/Prometheus-8                                                                      89.77m ±  2%    90.16m ±  1%        ~ (p=0.589 n=6)
Query/nh_2000_/_a_2000,_range_query_with_100_steps/Mimir-8                                                              269.3m ±  2%    330.6m ±  2%  +22.80% (p=0.002 n=6)
Query/nh_2000_/_a_2000,_range_query_with_100_steps/Prometheus-8                                                         523.2m ±  1%    528.3m ±  1%   +0.97% (p=0.009 n=6)
Query/nh_2000_/_a_2000,_range_query_with_1000_steps/Mimir-8                                                              1.882 ±  1%     2.713 ±  1%  +44.18% (p=0.002 n=6)
Query/nh_2000_/_a_2000,_range_query_with_1000_steps/Prometheus-8                                                         5.011 ±  1%     5.081 ±  1%        ~ (p=0.065 n=6)
Query/a_1_-_b_1,_range_query_with_10000_steps/Mimir-8                                                                   4.501m ±  1%    4.646m ±  1%   +3.23% (p=0.002 n=6)
Query/a_1_-_b_1,_range_query_with_10000_steps/Prometheus-8                                                              8.674m ±  1%    8.821m ±  2%        ~ (p=0.180 n=6)
Query/a_100_-_b_100,_range_query_with_10000_steps/Mimir-8                                                               231.8m ±  1%    248.1m ±  1%   +7.04% (p=0.002 n=6)
Query/a_100_-_b_100,_range_query_with_10000_steps/Prometheus-8                                                          652.4m ±  1%    654.4m ±  1%        ~ (p=0.065 n=6)
Query/a_2000_-_b_2000,_range_query_with_10000_steps/Mimir-8                                                              4.557 ±  1%     4.866 ±  1%   +6.78% (p=0.002 n=6)
Query/a_2000_-_b_2000,_range_query_with_10000_steps/Prometheus-8                                                         15.52 ±  1%     15.52 ±  2%        ~ (p=0.699 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_instant_query/Mimir-8                                                               3.602m ±  1%    3.660m ±  2%   +1.62% (p=0.009 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_instant_query/Prometheus-8                                                          3.656m ±  1%    3.647m ±  2%        ~ (p=0.937 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_100_steps/Mimir-8                                                  5.362m ±  1%    5.474m ±  1%   +2.09% (p=0.002 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_100_steps/Prometheus-8                                             7.468m ±  1%    7.605m ±  1%   +1.83% (p=0.002 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_1000_steps/Mimir-8                                                 22.25m ±  2%    23.20m ±  1%   +4.30% (p=0.002 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_1000_steps/Prometheus-8                                            46.64m ±  1%    46.99m ±  1%   +0.76% (p=0.026 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_instant_query/Mimir-8                                                                 29.76m ±  3%    30.05m ±  1%        ~ (p=0.093 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_instant_query/Prometheus-8                                                            35.34m ±  1%    35.29m ±  1%        ~ (p=0.485 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_100_steps/Mimir-8                                                    54.01m ±  1%    56.17m ±  1%   +4.00% (p=0.002 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_100_steps/Prometheus-8                                               118.1m ±  1%    119.1m ±  1%        ~ (p=0.180 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_1000_steps/Mimir-8                                                   286.0m ±  1%    298.0m ±  1%   +4.20% (p=0.002 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_1000_steps/Prometheus-8                                              887.8m ±  1%    891.9m ±  0%   +0.46% (p=0.041 n=6)
Query/a_2000{l="1234"}_-_b_2000,_instant_query/Mimir-8                                                                  12.57m ±  1%    12.78m ±  2%        ~ (p=0.132 n=6)
Query/a_2000{l="1234"}_-_b_2000,_instant_query/Prometheus-8                                                             23.32m ±  1%    23.33m ±  1%        ~ (p=0.485 n=6)
Query/a_2000{l="1234"}_-_b_2000,_range_query_with_100_steps/Mimir-8                                                     19.10m ±  2%    19.45m ±  1%   +1.86% (p=0.004 n=6)
Query/a_2000{l="1234"}_-_b_2000,_range_query_with_100_steps/Prometheus-8                                                62.53m ±  2%    62.96m ±  1%   +0.70% (p=0.015 n=6)
Query/a_2000{l="1234"}_-_b_2000,_range_query_with_1000_steps/Mimir-8                                                    85.05m ±  4%    86.64m ±  2%        ~ (p=0.240 n=6)
Query/a_2000{l="1234"}_-_b_2000,_range_query_with_1000_steps/Prometheus-8                                               427.9m ±  1%    428.7m ±  1%        ~ (p=0.394 n=6)
Query/a_2000_-_b_2000{l="1234"},_instant_query/Mimir-8                                                                  12.50m ±  1%    12.59m ±  1%        ~ (p=0.065 n=6)
Query/a_2000_-_b_2000{l="1234"},_instant_query/Prometheus-8                                                             22.68m ±  2%    22.69m ±  1%        ~ (p=1.000 n=6)
Query/a_2000_-_b_2000{l="1234"},_range_query_with_100_steps/Mimir-8                                                     18.87m ±  1%    19.20m ±  2%   +1.71% (p=0.026 n=6)
Query/a_2000_-_b_2000{l="1234"},_range_query_with_100_steps/Prometheus-8                                                49.86m ±  2%    50.42m ±  0%   +1.11% (p=0.002 n=6)
Query/a_2000_-_b_2000{l="1234"},_range_query_with_1000_steps/Mimir-8                                                    84.86m ±  3%    85.19m ±  2%        ~ (p=0.589 n=6)
Query/a_2000_-_b_2000{l="1234"},_range_query_with_1000_steps/Prometheus-8                                               311.7m ±  2%    312.8m ±  1%        ~ (p=0.093 n=6)
Query/sum(a_1),_instant_query/Mimir-8                                                                                   662.2µ ±  7%    634.1µ ±  4%   -4.26% (p=0.002 n=6)
Query/sum(a_1),_instant_query/Prometheus-8                                                                              709.9µ ±  2%    643.6µ ±  4%   -9.34% (p=0.002 n=6)
Query/sum(a_1),_range_query_with_100_steps/Mimir-8                                                                      700.2µ ±  2%    656.5µ ±  2%   -6.24% (p=0.002 n=6)
Query/sum(a_1),_range_query_with_100_steps/Prometheus-8                                                                 708.2µ ±  6%    685.5µ ±  7%        ~ (p=0.132 n=6)
Query/sum(a_1),_range_query_with_1000_steps/Mimir-8                                                                     879.2µ ±  3%    873.3µ ±  9%        ~ (p=0.485 n=6)
Query/sum(a_1),_range_query_with_1000_steps/Prometheus-8                                                                966.3µ ±  3%    953.4µ ±  3%        ~ (p=0.132 n=6)
Query/sum(a_100),_instant_query/Mimir-8                                                                                 1.842m ±  2%    1.883m ±  2%   +2.23% (p=0.026 n=6)
Query/sum(a_100),_instant_query/Prometheus-8                                                                            1.863m ±  1%    1.886m ±  2%   +1.28% (p=0.015 n=6)
Query/sum(a_100),_range_query_with_100_steps/Mimir-8                                                                    2.855m ±  2%    2.876m ±  1%   +0.74% (p=0.026 n=6)
Query/sum(a_100),_range_query_with_100_steps/Prometheus-8                                                               2.970m ±  2%    2.993m ±  1%        ~ (p=0.589 n=6)
Query/sum(a_100),_range_query_with_1000_steps/Mimir-8                                                                   12.70m ±  1%    12.81m ±  1%        ~ (p=0.132 n=6)
Query/sum(a_100),_range_query_with_1000_steps/Prometheus-8                                                              13.91m ±  2%    13.99m ±  2%        ~ (p=0.132 n=6)
Query/sum(a_2000),_instant_query/Mimir-8                                                                                21.08m ±  2%    21.48m ±  1%   +1.87% (p=0.026 n=6)
Query/sum(a_2000),_instant_query/Prometheus-8                                                                           21.66m ±  1%    21.74m ±  1%        ~ (p=0.937 n=6)
Query/sum(a_2000),_range_query_with_100_steps/Mimir-8                                                                   41.56m ±  1%    41.90m ±  2%        ~ (p=0.180 n=6)
Query/sum(a_2000),_range_query_with_100_steps/Prometheus-8                                                              45.07m ±  2%    45.52m ±  1%   +1.00% (p=0.041 n=6)
Query/sum(a_2000),_range_query_with_1000_steps/Mimir-8                                                                  232.6m ±  2%    230.9m ±  1%        ~ (p=0.180 n=6)
Query/sum(a_2000),_range_query_with_1000_steps/Prometheus-8                                                             282.0m ±  2%    282.3m ±  2%        ~ (p=0.699 n=6)
Query/sum_without_(l)(h_1),_instant_query/Mimir-8                                                                       795.2µ ±  7%    771.2µ ±  6%        ~ (p=0.310 n=6)
Query/sum_without_(l)(h_1),_instant_query/Prometheus-8                                                                  811.2µ ±  5%    803.8µ ±  5%        ~ (p=0.589 n=6)
Query/sum_without_(l)(h_1),_range_query_with_100_steps/Mimir-8                                                          860.2µ ±  3%    854.8µ ±  3%        ~ (p=0.589 n=6)
Query/sum_without_(l)(h_1),_range_query_with_100_steps/Prometheus-8                                                     883.6µ ±  3%    891.5µ ±  3%        ~ (p=0.310 n=6)
Query/sum_without_(l)(h_1),_range_query_with_1000_steps/Mimir-8                                                         1.509m ±  3%    1.532m ±  2%   +1.48% (p=0.041 n=6)
Query/sum_without_(l)(h_1),_range_query_with_1000_steps/Prometheus-8                                                    1.642m ±  1%    1.643m ±  2%        ~ (p=0.937 n=6)
Query/sum_without_(l)(h_100),_instant_query/Mimir-8                                                                     7.406m ±  3%    7.485m ±  1%        ~ (p=0.485 n=6)
Query/sum_without_(l)(h_100),_instant_query/Prometheus-8                                                                7.600m ±  2%    7.596m ±  2%        ~ (p=0.818 n=6)
Query/sum_without_(l)(h_100),_range_query_with_100_steps/Mimir-8                                                        13.71m ±  1%    13.89m ±  1%   +1.29% (p=0.004 n=6)
Query/sum_without_(l)(h_100),_range_query_with_100_steps/Prometheus-8                                                   14.53m ±  3%    14.73m ±  2%        ~ (p=0.485 n=6)
Query/sum_without_(l)(h_100),_range_query_with_1000_steps/Mimir-8                                                       73.79m ±  1%    74.18m ±  1%        ~ (p=0.132 n=6)
Query/sum_without_(l)(h_100),_range_query_with_1000_steps/Prometheus-8                                                  88.10m ±  1%    88.79m ±  2%        ~ (p=0.132 n=6)
Query/sum_without_(l)(h_2000),_instant_query/Mimir-8                                                                    132.3m ±  0%    133.4m ±  1%   +0.83% (p=0.015 n=6)
Query/sum_without_(l)(h_2000),_instant_query/Prometheus-8                                                               134.9m ±  1%    135.4m ±  1%        ~ (p=0.093 n=6)
Query/sum_without_(l)(h_2000),_range_query_with_100_steps/Mimir-8                                                       255.3m ±  1%    258.5m ±  1%   +1.28% (p=0.041 n=6)
Query/sum_without_(l)(h_2000),_range_query_with_100_steps/Prometheus-8                                                  282.3m ±  1%    282.7m ±  1%        ~ (p=0.699 n=6)
Query/sum_without_(l)(h_2000),_range_query_with_1000_steps/Mimir-8                                                       1.428 ±  1%     1.431 ±  1%        ~ (p=0.310 n=6)
Query/sum_without_(l)(h_2000),_range_query_with_1000_steps/Prometheus-8                                                  1.947 ±  1%     1.968 ±  1%   +1.08% (p=0.026 n=6)
Query/sum_without_(le)(h_1),_instant_query/Mimir-8                                                                      785.0µ ±  4%    774.5µ ±  6%        ~ (p=0.310 n=6)
Query/sum_without_(le)(h_1),_instant_query/Prometheus-8                                                                 784.7µ ±  6%    767.3µ ±  3%        ~ (p=0.180 n=6)
Query/sum_without_(le)(h_1),_range_query_with_100_steps/Mimir-8                                                         861.6µ ±  7%    834.9µ ±  2%        ~ (p=0.180 n=6)
Query/sum_without_(le)(h_1),_range_query_with_100_steps/Prometheus-8                                                    901.4µ ±  3%    874.3µ ±  4%        ~ (p=0.132 n=6)
Query/sum_without_(le)(h_1),_range_query_with_1000_steps/Mimir-8                                                        1.514m ±  2%    1.495m ±  2%        ~ (p=0.589 n=6)
Query/sum_without_(le)(h_1),_range_query_with_1000_steps/Prometheus-8                                                   1.622m ±  2%    1.594m ±  2%        ~ (p=0.132 n=6)
Query/sum_without_(le)(h_100),_instant_query/Mimir-8                                                                    7.547m ±  2%    7.568m ±  2%        ~ (p=0.310 n=6)
Query/sum_without_(le)(h_100),_instant_query/Prometheus-8                                                               7.654m ±  1%    7.673m ±  2%        ~ (p=0.485 n=6)
Query/sum_without_(le)(h_100),_range_query_with_100_steps/Mimir-8                                                       13.94m ±  2%    13.95m ±  2%        ~ (p=0.589 n=6)
Query/sum_without_(le)(h_100),_range_query_with_100_steps/Prometheus-8                                                  14.75m ±  1%    14.98m ±  1%   +1.56% (p=0.002 n=6)
Query/sum_without_(le)(h_100),_range_query_with_1000_steps/Mimir-8                                                      74.99m ±  2%    75.42m ±  1%        ~ (p=0.589 n=6)
Query/sum_without_(le)(h_100),_range_query_with_1000_steps/Prometheus-8                                                 90.05m ±  1%    90.52m ±  1%   +0.52% (p=0.041 n=6)
Query/sum_without_(le)(h_2000),_instant_query/Mimir-8                                                                   135.1m ±  1%    135.5m ±  1%        ~ (p=0.937 n=6)
Query/sum_without_(le)(h_2000),_instant_query/Prometheus-8                                                              136.3m ±  1%    137.3m ±  1%        ~ (p=0.240 n=6)
Query/sum_without_(le)(h_2000),_range_query_with_100_steps/Mimir-8                                                      259.4m ±  1%    261.8m ±  1%        ~ (p=0.180 n=6)
Query/sum_without_(le)(h_2000),_range_query_with_100_steps/Prometheus-8                                                 289.1m ±  1%    292.3m ±  1%   +1.13% (p=0.009 n=6)
Query/sum_without_(le)(h_2000),_range_query_with_1000_steps/Mimir-8                                                      1.454 ±  1%     1.451 ±  1%        ~ (p=0.699 n=6)
Query/sum_without_(le)(h_2000),_range_query_with_1000_steps/Prometheus-8                                                 2.058 ±  1%     2.066 ±  1%        ~ (p=0.093 n=6)
Query/sum(nh_1),_instant_query/Mimir-8                                                                                  697.4µ ±  8%    727.4µ ±  3%   +4.30% (p=0.041 n=6)
Query/sum(nh_1),_instant_query/Prometheus-8                                                                             746.3µ ±  5%    758.4µ ±  4%        ~ (p=0.485 n=6)
Query/sum(nh_1),_range_query_with_100_steps/Mimir-8                                                                     852.1µ ±  3%    862.0µ ±  5%        ~ (p=0.589 n=6)
Query/sum(nh_1),_range_query_with_100_steps/Prometheus-8                                                                888.0µ ±  3%    903.9µ ±  3%        ~ (p=0.310 n=6)
Query/sum(nh_1),_range_query_with_1000_steps/Mimir-8                                                                    1.598m ±  2%    1.635m ±  3%   +2.35% (p=0.041 n=6)
Query/sum(nh_1),_range_query_with_1000_steps/Prometheus-8                                                               1.997m ±  1%    2.010m ±  1%        ~ (p=0.240 n=6)
Query/sum(nh_100),_instant_query/Mimir-8                                                                                3.921m ±  3%    3.930m ±  1%        ~ (p=0.485 n=6)
Query/sum(nh_100),_instant_query/Prometheus-8                                                                           3.960m ±  1%    3.967m ±  1%        ~ (p=1.000 n=6)
Query/sum(nh_100),_range_query_with_100_steps/Mimir-8                                                                   13.18m ±  1%    13.26m ±  1%        ~ (p=0.093 n=6)
Query/sum(nh_100),_range_query_with_100_steps/Prometheus-8                                                              15.14m ±  1%    15.06m ±  2%        ~ (p=0.589 n=6)
Query/sum(nh_100),_range_query_with_1000_steps/Mimir-8                                                                  96.90m ±  1%    97.83m ±  1%        ~ (p=0.065 n=6)
Query/sum(nh_100),_range_query_with_1000_steps/Prometheus-8                                                             129.0m ±  1%    129.4m ±  2%        ~ (p=0.394 n=6)
Query/sum(nh_2000),_instant_query/Mimir-8                                                                               63.76m ±  0%    64.14m ±  1%        ~ (p=0.065 n=6)
Query/sum(nh_2000),_instant_query/Prometheus-8                                                                          64.76m ±  1%    64.76m ±  1%        ~ (p=0.699 n=6)
Query/sum(nh_2000),_range_query_with_100_steps/Mimir-8                                                                  243.4m ±  1%    246.7m ±  1%   +1.38% (p=0.009 n=6)
Query/sum(nh_2000),_range_query_with_100_steps/Prometheus-8                                                             315.8m ±  2%    322.9m ±  2%   +2.24% (p=0.026 n=6)
Query/sum(nh_2000),_range_query_with_1000_steps/Mimir-8                                                                  1.859 ±  1%     1.917 ±  4%   +3.10% (p=0.002 n=6)
Query/sum(nh_2000),_range_query_with_1000_steps/Prometheus-8                                                             3.041 ±  2%     3.058 ±  2%        ~ (p=0.394 n=6)
Query/sum_by_(l)(h_1),_instant_query/Mimir-8                                                                            755.9µ ±  5%    754.2µ ±  2%        ~ (p=0.485 n=6)
Query/sum_by_(l)(h_1),_instant_query/Prometheus-8                                                                       795.5µ ±  3%    767.7µ ±  4%   -3.49% (p=0.041 n=6)
Query/sum_by_(l)(h_1),_range_query_with_100_steps/Mimir-8                                                               848.2µ ±  3%    827.2µ ±  1%        ~ (p=0.065 n=6)
Query/sum_by_(l)(h_1),_range_query_with_100_steps/Prometheus-8                                                          887.8µ ±  3%    888.9µ ±  3%        ~ (p=0.485 n=6)
Query/sum_by_(l)(h_1),_range_query_with_1000_steps/Mimir-8                                                              1.498m ±  2%    1.500m ±  1%        ~ (p=0.818 n=6)
Query/sum_by_(l)(h_1),_range_query_with_1000_steps/Prometheus-8                                                         1.621m ±  1%    1.608m ±  2%   -0.77% (p=0.026 n=6)
Query/sum_by_(l)(h_100),_instant_query/Mimir-8                                                                          7.510m ±  1%    7.506m ±  2%        ~ (p=0.485 n=6)
Query/sum_by_(l)(h_100),_instant_query/Prometheus-8                                                                     7.629m ±  1%    7.712m ±  1%        ~ (p=0.240 n=6)
Query/sum_by_(l)(h_100),_range_query_with_100_steps/Mimir-8                                                             13.86m ±  1%    13.96m ±  3%        ~ (p=0.132 n=6)
Query/sum_by_(l)(h_100),_range_query_with_100_steps/Prometheus-8                                                        14.65m ±  2%    15.03m ±  1%   +2.62% (p=0.009 n=6)
Query/sum_by_(l)(h_100),_range_query_with_1000_steps/Mimir-8                                                            74.74m ±  1%    75.25m ±  1%   +0.69% (p=0.041 n=6)
Query/sum_by_(l)(h_100),_range_query_with_1000_steps/Prometheus-8                                                       89.93m ±  1%    90.29m ±  1%        ~ (p=0.818 n=6)
Query/sum_by_(l)(h_2000),_instant_query/Mimir-8                                                                         135.2m ±  1%    135.5m ±  1%        ~ (p=0.132 n=6)
Query/sum_by_(l)(h_2000),_instant_query/Prometheus-8                                                                    136.8m ±  1%    136.4m ±  1%        ~ (p=0.589 n=6)
Query/sum_by_(l)(h_2000),_range_query_with_100_steps/Mimir-8                                                            257.8m ±  1%    260.2m ±  1%   +0.93% (p=0.015 n=6)
Query/sum_by_(l)(h_2000),_range_query_with_100_steps/Prometheus-8                                                       289.5m ±  1%    289.1m ±  1%        ~ (p=0.937 n=6)
Query/sum_by_(l)(h_2000),_range_query_with_1000_steps/Mimir-8                                                            1.451 ±  1%     1.456 ±  1%        ~ (p=0.394 n=6)
Query/sum_by_(l)(h_2000),_range_query_with_1000_steps/Prometheus-8                                                       2.066 ±  1%     2.069 ±  1%        ~ (p=1.000 n=6)
Query/sum_by_(le)(h_1),_instant_query/Mimir-8                                                                           789.3µ ±  7%    769.6µ ±  4%        ~ (p=0.132 n=6)
Query/sum_by_(le)(h_1),_instant_query/Prometheus-8                                                                      802.5µ ±  3%    786.6µ ±  3%        ~ (p=0.065 n=6)
Query/sum_by_(le)(h_1),_range_query_with_100_steps/Mimir-8                                                              882.7µ ±  2%    851.0µ ±  2%   -3.59% (p=0.004 n=6)
Query/sum_by_(le)(h_1),_range_query_with_100_steps/Prometheus-8                                                         915.4µ ±  2%    900.5µ ±  4%        ~ (p=0.132 n=6)
Query/sum_by_(le)(h_1),_range_query_with_1000_steps/Mimir-8                                                             1.528m ±  2%    1.517m ±  1%        ~ (p=0.132 n=6)
Query/sum_by_(le)(h_1),_range_query_with_1000_steps/Prometheus-8                                                        1.651m ±  1%    1.643m ±  2%        ~ (p=0.485 n=6)
Query/sum_by_(le)(h_100),_instant_query/Mimir-8                                                                         7.405m ±  1%    7.451m ±  1%        ~ (p=0.589 n=6)
Query/sum_by_(le)(h_100),_instant_query/Prometheus-8                                                                    7.508m ±  2%    7.535m ±  2%        ~ (p=0.394 n=6)
Query/sum_by_(le)(h_100),_range_query_with_100_steps/Mimir-8                                                            13.67m ±  1%    13.70m ±  2%        ~ (p=1.000 n=6)
Query/sum_by_(le)(h_100),_range_query_with_100_steps/Prometheus-8                                                       14.53m ±  1%    14.51m ±  1%        ~ (p=0.818 n=6)
Query/sum_by_(le)(h_100),_range_query_with_1000_steps/Mimir-8                                                           74.82m ±  1%    74.16m ±  1%        ~ (p=0.589 n=6)
Query/sum_by_(le)(h_100),_range_query_with_1000_steps/Prometheus-8                                                      87.41m ±  1%    88.10m ±  1%   +0.79% (p=0.026 n=6)
Query/sum_by_(le)(h_2000),_instant_query/Mimir-8                                                                        132.2m ±  2%    132.5m ±  1%        ~ (p=0.394 n=6)
Query/sum_by_(le)(h_2000),_instant_query/Prometheus-8                                                                   135.1m ±  1%    135.5m ±  1%        ~ (p=0.699 n=6)
Query/sum_by_(le)(h_2000),_range_query_with_100_steps/Mimir-8                                                           257.2m ±  1%    257.5m ±  2%        ~ (p=0.699 n=6)
Query/sum_by_(le)(h_2000),_range_query_with_100_steps/Prometheus-8                                                      281.2m ±  1%    282.0m ±  2%        ~ (p=0.937 n=6)
Query/sum_by_(le)(h_2000),_range_query_with_1000_steps/Mimir-8                                                           1.420 ±  1%     1.425 ±  0%        ~ (p=0.699 n=6)
Query/sum_by_(le)(h_2000),_range_query_with_1000_steps/Prometheus-8                                                      1.939 ±  1%     1.951 ±  1%        ~ (p=0.310 n=6)
Query/sum_by_(l)(nh_1),_instant_query/Mimir-8                                                                           753.2µ ±  2%    740.0µ ±  5%        ~ (p=0.485 n=6)
Query/sum_by_(l)(nh_1),_instant_query/Prometheus-8                                                                      771.5µ ±  3%    745.9µ ±  6%   -3.32% (p=0.002 n=6)
Query/sum_by_(l)(nh_1),_range_query_with_100_steps/Mimir-8                                                              853.8µ ±  2%    832.4µ ±  3%   -2.51% (p=0.004 n=6)
Query/sum_by_(l)(nh_1),_range_query_with_100_steps/Prometheus-8                                                         937.5µ ±  3%    912.7µ ±  3%   -2.64% (p=0.026 n=6)
Query/sum_by_(l)(nh_1),_range_query_with_1000_steps/Mimir-8                                                             1.645m ±  1%    1.635m ±  2%        ~ (p=0.485 n=6)
Query/sum_by_(l)(nh_1),_range_query_with_1000_steps/Prometheus-8                                                        2.013m ±  2%    2.009m ±  1%        ~ (p=0.485 n=6)
Query/sum_by_(l)(nh_100),_instant_query/Mimir-8                                                                         4.018m ±  2%    3.985m ±  2%        ~ (p=0.485 n=6)
Query/sum_by_(l)(nh_100),_instant_query/Prometheus-8                                                                    4.064m ±  2%    4.040m ±  2%        ~ (p=0.180 n=6)
Query/sum_by_(l)(nh_100),_range_query_with_100_steps/Mimir-8                                                            12.38m ±  1%    12.60m ±  1%   +1.77% (p=0.002 n=6)
Query/sum_by_(l)(nh_100),_range_query_with_100_steps/Prometheus-8                                                       18.16m ±  3%    18.66m ±  3%   +2.74% (p=0.026 n=6)
Query/sum_by_(l)(nh_100),_range_query_with_1000_steps/Mimir-8                                                           86.53m ±  2%    88.55m ±  1%   +2.33% (p=0.004 n=6)
Query/sum_by_(l)(nh_100),_range_query_with_1000_steps/Prometheus-8                                                      161.2m ±  1%    163.2m ±  1%   +1.20% (p=0.026 n=6)
Query/sum_by_(l)(nh_2000),_instant_query/Mimir-8                                                                        65.54m ±  1%    65.85m ±  1%        ~ (p=0.132 n=6)
Query/sum_by_(l)(nh_2000),_instant_query/Prometheus-8                                                                   67.23m ±  2%    67.49m ±  1%        ~ (p=0.818 n=6)
Query/sum_by_(l)(nh_2000),_range_query_with_100_steps/Mimir-8                                                           229.4m ±  1%    231.7m ±  1%   +1.02% (p=0.026 n=6)
Query/sum_by_(l)(nh_2000),_range_query_with_100_steps/Prometheus-8                                                      380.4m ±  2%    383.2m ±  1%   +0.74% (p=0.026 n=6)
Query/sum_by_(l)(nh_2000),_range_query_with_1000_steps/Mimir-8                                                           2.037 ±  2%     2.109 ±  3%   +3.55% (p=0.015 n=6)
Query/sum_by_(l)(nh_2000),_range_query_with_1000_steps/Prometheus-8                                                      3.974 ±  1%     3.990 ±  2%        ~ (p=0.589 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_instant_query/Mimir-8                                                              1.305m ±  8%    1.320m ±  7%        ~ (p=0.699 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_instant_query/Prometheus-8                                                         1.332m ±  6%    1.293m ±  7%        ~ (p=0.310 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_100_steps/Mimir-8                                                 1.333m ±  3%    1.328m ±  5%        ~ (p=0.818 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_100_steps/Prometheus-8                                            1.457m ±  3%    1.470m ±  7%        ~ (p=0.937 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_1000_steps/Mimir-8                                                1.751m ±  3%    1.755m ±  3%        ~ (p=0.699 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_1000_steps/Prometheus-8                                           2.267m ±  2%    2.288m ±  4%        ~ (p=0.310 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_instant_query/Mimir-8                                                          2.339m ±  1%    2.272m ±  3%        ~ (p=0.132 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_instant_query/Prometheus-8                                                     2.614m ±  2%    2.584m ±  3%        ~ (p=0.394 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_100_steps/Mimir-8                                             5.052m ±  1%    5.262m ±  2%   +4.16% (p=0.002 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_100_steps/Prometheus-8                                        10.89m ±  1%    11.00m ±  1%   +1.05% (p=0.009 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_1000_steps/Mimir-8                                            30.11m ±  1%    31.82m ±  1%   +5.71% (p=0.002 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_1000_steps/Prometheus-8                                       87.31m ±  1%    87.68m ±  1%        ~ (p=0.310 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_instant_query/Mimir-8                                                        18.97m ±  2%    19.35m ±  2%   +1.99% (p=0.026 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_instant_query/Prometheus-8                                                   25.06m ±  1%    25.06m ±  2%        ~ (p=0.699 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_100_steps/Mimir-8                                           74.49m ±  1%    79.19m ±  2%   +6.31% (p=0.002 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_100_steps/Prometheus-8                                      205.2m ±  1%    206.8m ±  1%   +0.78% (p=0.015 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_1000_steps/Mimir-8                                          565.6m ±  2%    595.1m ±  1%   +5.22% (p=0.002 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_1000_steps/Prometheus-8                                      1.881 ±  1%     1.884 ±  1%        ~ (p=0.394 n=6)
Query/sum(a_1_+_b_1),_instant_query/Mimir-8                                                                             1.325m ±  2%    1.320m ±  9%        ~ (p=0.818 n=6)
Query/sum(a_1_+_b_1),_instant_query/Prometheus-8                                                                        1.347m ±  5%    1.324m ±  7%        ~ (p=0.394 n=6)
Query/sum(a_1_+_b_1),_range_query_with_100_steps/Mimir-8                                                                1.379m ±  4%    1.313m ±  4%   -4.76% (p=0.015 n=6)
Query/sum(a_1_+_b_1),_range_query_with_100_steps/Prometheus-8                                                           1.383m ±  3%    1.350m ±  4%        ~ (p=0.240 n=6)
Query/sum(a_1_+_b_1),_range_query_with_1000_steps/Mimir-8                                                               1.589m ±  4%    1.691m ±  4%   +6.38% (p=0.002 n=6)
Query/sum(a_1_+_b_1),_range_query_with_1000_steps/Prometheus-8                                                          2.186m ±  3%    2.189m ±  3%        ~ (p=0.818 n=6)
Query/sum(a_100_+_b_100),_instant_query/Mimir-8                                                                         3.778m ±  3%    3.814m ±  2%        ~ (p=0.065 n=6)
Query/sum(a_100_+_b_100),_instant_query/Prometheus-8                                                                    3.682m ±  3%    3.727m ±  2%        ~ (p=0.394 n=6)
Query/sum(a_100_+_b_100),_range_query_with_100_steps/Mimir-8                                                            5.653m ±  2%    5.927m ±  3%   +4.84% (p=0.002 n=6)
Query/sum(a_100_+_b_100),_range_query_with_100_steps/Prometheus-8                                                       9.642m ±  1%    9.669m ±  1%        ~ (p=0.394 n=6)
Query/sum(a_100_+_b_100),_range_query_with_1000_steps/Mimir-8                                                           25.52m ±  1%    26.79m ±  2%   +4.97% (p=0.002 n=6)
Query/sum(a_100_+_b_100),_range_query_with_1000_steps/Prometheus-8                                                      68.79m ±  1%    69.04m ±  1%        ~ (p=0.699 n=6)
Query/sum(a_2000_+_b_2000),_instant_query/Mimir-8                                                                       45.67m ±  1%    46.28m ±  1%   +1.33% (p=0.004 n=6)
Query/sum(a_2000_+_b_2000),_instant_query/Prometheus-8                                                                  46.14m ±  1%    46.26m ±  1%        ~ (p=0.394 n=6)
Query/sum(a_2000_+_b_2000),_range_query_with_100_steps/Mimir-8                                                          88.10m ±  0%    91.20m ±  1%   +3.52% (p=0.002 n=6)
Query/sum(a_2000_+_b_2000),_range_query_with_100_steps/Prometheus-8                                                     184.7m ±  1%    184.6m ±  1%        ~ (p=1.000 n=6)
Query/sum(a_2000_+_b_2000),_range_query_with_1000_steps/Mimir-8                                                         471.9m ±  2%    502.4m ±  1%   +6.46% (p=0.002 n=6)
Query/sum(a_2000_+_b_2000),_range_query_with_1000_steps/Prometheus-8                                                     1.525 ±  2%     1.519 ±  0%        ~ (p=0.132 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_instant_query/Mimir-8                                                                 699.2µ ±  6%    745.1µ ±  4%   +6.57% (p=0.009 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_instant_query/Prometheus-8                                                            740.4µ ±  4%    765.0µ ±  3%        ~ (p=0.093 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_100_steps/Mimir-8                                                    839.4µ ±  3%    867.1µ ±  3%   +3.30% (p=0.004 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_100_steps/Prometheus-8                                               923.1µ ±  3%    955.8µ ±  2%   +3.54% (p=0.004 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_1000_steps/Mimir-8                                                   1.661m ±  3%    1.653m ±  2%        ~ (p=0.699 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_1000_steps/Prometheus-8                                              2.208m ±  1%    2.198m ±  2%        ~ (p=0.818 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_instant_query/Mimir-8                                                               3.252m ±  2%    3.286m ±  2%        ~ (p=0.132 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_instant_query/Prometheus-8                                                          4.185m ±  1%    4.229m ±  2%        ~ (p=0.065 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_100_steps/Mimir-8                                                  11.54m ±  1%    11.82m ±  2%   +2.44% (p=0.009 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_100_steps/Prometheus-8                                             18.54m ±  1%    18.59m ±  1%        ~ (p=0.485 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_1000_steps/Mimir-8                                                 88.78m ±  2%    88.93m ±  1%        ~ (p=0.180 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_1000_steps/Prometheus-8                                            152.7m ±  1%    152.1m ±  1%   -0.34% (p=0.026 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_instant_query/Mimir-8                                                              49.26m ±  3%    49.91m ±  3%        ~ (p=0.240 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_instant_query/Prometheus-8                                                         70.65m ±  1%    71.06m ±  1%        ~ (p=0.180 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_100_steps/Mimir-8                                                 215.3m ±  1%    216.3m ±  2%        ~ (p=0.065 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_100_steps/Prometheus-8                                            366.5m ±  0%    365.4m ±  1%        ~ (p=0.310 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_1000_steps/Mimir-8                                                 1.701 ±  1%     1.696 ±  1%        ~ (p=0.818 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_1000_steps/Prometheus-8                                            3.216 ±  1%     3.225 ±  2%        ~ (p=0.589 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_instant_query/Mimir-8                                                             661.9µ ±  7%    666.1µ ±  5%        ~ (p=0.937 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_instant_query/Prometheus-8                                                        726.6µ ±  4%    722.7µ ±  4%        ~ (p=0.589 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_range_query_with_100_steps/Mimir-8                                                688.2µ ±  5%    717.0µ ±  4%        ~ (p=0.093 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_range_query_with_100_steps/Prometheus-8                                           765.8µ ±  4%    770.2µ ±  3%        ~ (p=0.394 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_range_query_with_1000_steps/Mimir-8                                               929.8µ ±  3%    921.9µ ±  4%        ~ (p=0.485 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_range_query_with_1000_steps/Prometheus-8                                          1.042m ±  3%    1.057m ±  1%        ~ (p=0.394 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_instant_query/Mimir-8                                                           1.150m ±  4%    1.146m ±  2%        ~ (p=0.699 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_instant_query/Prometheus-8                                                      1.332m ±  3%    1.323m ±  3%        ~ (p=0.937 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_range_query_with_100_steps/Mimir-8                                              2.522m ±  1%    2.520m ±  2%        ~ (p=0.699 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_range_query_with_100_steps/Prometheus-8                                         3.590m ±  1%    3.562m ±  1%   -0.78% (p=0.026 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_range_query_with_1000_steps/Mimir-8                                             15.12m ±  2%    15.20m ±  1%        ~ (p=0.485 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_range_query_with_1000_steps/Prometheus-8                                        25.03m ±  2%    25.47m ±  2%   +1.76% (p=0.004 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_instant_query/Mimir-8                                                          8.083m ±  2%    8.070m ±  2%        ~ (p=0.818 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_instant_query/Prometheus-8                                                     11.44m ±  1%    11.45m ±  2%        ~ (p=0.485 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_range_query_with_100_steps/Mimir-8                                             35.43m ±  1%    35.30m ±  1%        ~ (p=0.699 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_range_query_with_100_steps/Prometheus-8                                        59.56m ±  1%    59.15m ±  1%   -0.68% (p=0.026 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_range_query_with_1000_steps/Mimir-8                                            277.1m ±  1%    278.7m ±  1%        ~ (p=0.699 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_range_query_with_1000_steps/Prometheus-8                                       497.0m ±  2%    494.3m ±  2%        ~ (p=0.485 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_instant_query/Mimir-8                            1.323m ±  6%    1.323m ±  4%        ~ (p=0.937 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_instant_query/Prometheus-8                       1.387m ±  5%    1.363m ±  6%        ~ (p=0.310 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_range_query_with_100_steps/Mimir-8               1.432m ±  7%    1.412m ±  6%        ~ (p=0.485 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_range_query_with_100_steps/Prometheus-8          1.521m ±  2%    1.520m ±  5%        ~ (p=0.818 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_range_query_with_1000_steps/Mimir-8              1.805m ±  7%    1.835m ±  4%        ~ (p=0.132 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_range_query_with_1000_steps/Prometheus-8         2.456m ±  2%    2.446m ±  4%        ~ (p=0.394 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_instant_query/Mimir-8                        2.239m ±  2%    2.202m ±  2%        ~ (p=0.180 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_instant_query/Prometheus-8                   2.571m ±  3%    2.575m ±  3%        ~ (p=0.589 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_range_query_with_100_steps/Mimir-8           4.901m ±  2%    4.952m ±  3%        ~ (p=0.394 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_range_query_with_100_steps/Prometheus-8      7.110m ±  1%    7.089m ±  1%        ~ (p=0.132 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_range_query_with_1000_steps/Mimir-8          29.28m ±  2%    29.63m ±  2%        ~ (p=0.093 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_range_query_with_1000_steps/Prometheus-8     48.78m ±  1%    49.47m ±  1%   +1.40% (p=0.009 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_instant_query/Mimir-8                      16.16m ±  2%    16.51m ±  2%   +2.16% (p=0.009 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_instant_query/Prometheus-8                 22.92m ±  2%    23.13m ±  1%        ~ (p=0.093 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_range_query_with_100_steps/Mimir-8         70.66m ±  1%    71.61m ±  1%        ~ (p=0.065 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_range_query_with_100_steps/Prometheus-8    118.0m ±  1%    118.4m ±  1%        ~ (p=1.000 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_range_query_with_1000_steps/Mimir-8        556.8m ±  1%    558.0m ±  1%        ~ (p=0.937 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_range_query_with_1000_steps/Prometheus-8    1.006 ±  1%     1.009 ±  3%        ~ (p=0.485 n=6)
geomean                                                                                                                 19.62m          19.84m         +1.11%

(too long for one comment, posted across multiple)

@jhesketh
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jhesketh commented Aug 6, 2024 •
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                                                                                                                      │    main.txt    │               binops.txt                │
                                                                                                                      │      B/op      │      B/op       vs base                 │
Query/a_1,_instant_query/Mimir-8                                                                                         21.88Ki ±  0%    21.86Ki ±  0%         ~ (p=0.853 n=6)
Query/a_1,_instant_query/Prometheus-8                                                                                    22.57Ki ±  0%    22.59Ki ±  0%         ~ (p=0.177 n=6)
Query/a_1,_range_query_with_100_steps/Mimir-8                                                                            22.43Ki ±  0%    22.44Ki ±  0%         ~ (p=0.223 n=6)
Query/a_1,_range_query_with_100_steps/Prometheus-8                                                                       23.60Ki ±  0%    23.63Ki ±  0%         ~ (p=0.093 n=6)
Query/a_1,_range_query_with_1000_steps/Mimir-8                                                                           27.13Ki ±  0%    27.09Ki ±  0%         ~ (p=0.485 n=6)
Query/a_1,_range_query_with_1000_steps/Prometheus-8                                                                      28.37Ki ±  2%    28.38Ki ±  0%         ~ (p=0.818 n=6)
Query/a_100,_instant_query/Mimir-8                                                                                       159.5Ki ±  0%    159.5Ki ±  0%         ~ (p=0.485 n=6)
Query/a_100,_instant_query/Prometheus-8                                                                                  174.9Ki ±  0%    175.1Ki ±  0%         ~ (p=0.180 n=6)
Query/a_100,_range_query_with_100_steps/Mimir-8                                                                          216.2Ki ±  0%    216.1Ki ±  0%         ~ (p=0.818 n=6)
Query/a_100,_range_query_with_100_steps/Prometheus-8                                                                     227.8Ki ±  0%    227.7Ki ±  0%         ~ (p=0.394 n=6)
Query/a_100,_range_query_with_1000_steps/Mimir-8                                                                         665.8Ki ±  1%    666.8Ki ±  1%         ~ (p=0.589 n=6)
Query/a_100,_range_query_with_1000_steps/Prometheus-8                                                                    676.7Ki ±  0%    675.1Ki ±  0%         ~ (p=0.240 n=6)
Query/a_2000,_instant_query/Mimir-8                                                                                      2.728Mi ±  1%    2.725Mi ±  0%         ~ (p=0.699 n=6)
Query/a_2000,_instant_query/Prometheus-8                                                                                 3.050Mi ±  0%    3.050Mi ±  0%         ~ (p=0.818 n=6)
Query/a_2000,_range_query_with_100_steps/Mimir-8                                                                         3.850Mi ±  1%    3.842Mi ±  2%         ~ (p=0.699 n=6)
Query/a_2000,_range_query_with_100_steps/Prometheus-8                                                                    4.002Mi ±  0%    4.002Mi ±  0%         ~ (p=1.000 n=6)
Query/a_2000,_range_query_with_1000_steps/Mimir-8                                                                        12.49Mi ±  0%    12.48Mi ±  1%         ~ (p=0.818 n=6)
Query/a_2000,_range_query_with_1000_steps/Prometheus-8                                                                   12.62Mi ±  0%    12.63Mi ±  0%         ~ (p=0.240 n=6)
Query/nh_1,_instant_query/Mimir-8                                                                                        37.16Ki ±  0%    37.17Ki ±  0%         ~ (p=0.589 n=6)
Query/nh_1_+_nh_1,_instant_query/Mimir-8                                                                                 72.88Ki ±  0%    73.26Ki ±  0%    +0.52% (p=0.000 n=12)
Query/nh_1,_instant_query/Prometheus-8                                                                                   37.88Ki ±  0%    37.86Ki ±  0%         ~ (p=0.589 n=6)
Query/nh_1_+_nh_1,_instant_query/Prometheus-8                                                                            76.62Ki ±  0%    76.61Ki ±  0%         ~ (p=0.504 n=12)
Query/nh_1,_range_query_with_100_steps/Mimir-8                                                                           91.73Ki ±  0%    91.71Ki ±  0%         ~ (p=0.937 n=6)
Query/nh_1_+_nh_1,_range_query_with_100_steps/Mimir-8                                                                    186.4Ki ±  0%    209.7Ki ±  0%   +12.48% (p=0.000 n=12)
Query/nh_1,_range_query_with_100_steps/Prometheus-8                                                                      92.87Ki ±  0%    92.91Ki ±  0%         ~ (p=0.121 n=6)
Query/nh_1_+_nh_1,_range_query_with_100_steps/Prometheus-8                                                               215.8Ki ±  0%    215.8Ki ±  0%         ~ (p=0.478 n=12)
Query/nh_1,_range_query_with_1000_steps/Mimir-8                                                                          551.3Ki ±  0%    551.5Ki ±  0%         ~ (p=0.699 n=6)
Query/nh_1_+_nh_1,_range_query_with_1000_steps/Mimir-8                                                                   1.107Mi ±  0%    1.339Mi ±  0%   +20.94% (p=0.000 n=12)
Query/nh_1,_range_query_with_1000_steps/Prometheus-8                                                                     551.5Ki ±  0%    551.6Ki ±  0%         ~ (p=0.394 n=6)
Query/nh_1_+_nh_1,_range_query_with_1000_steps/Prometheus-8                                                              1.368Mi ±  0%    1.368Mi ±  0%         ~ (p=0.410 n=12)
Query/nh_100,_instant_query/Mimir-8                                                                                      971.5Ki ±  0%    970.8Ki ±  0%    -0.07% (p=0.017 n=6)
Query/nh_100_+_nh_100,_instant_query/Mimir-8                                                                             1.925Mi ±  0%    1.948Mi ±  0%    +1.22% (p=0.000 n=12)
Query/nh_100,_instant_query/Prometheus-8                                                                                 986.3Ki ±  0%    986.9Ki ±  0%         ~ (p=0.699 n=6)
Query/nh_100_+_nh_100,_instant_query/Prometheus-8                                                                        2.042Mi ±  0%    2.042Mi ±  0%         ~ (p=0.977 n=12)
Query/nh_100,_range_query_with_100_steps/Mimir-8                                                                         5.917Mi ±  0%    5.916Mi ±  0%         ~ (p=0.818 n=6)
Query/nh_100_+_nh_100,_range_query_with_100_steps/Mimir-8                                                                12.31Mi ±  0%    14.56Mi ±  0%   +18.29% (p=0.000 n=12)
Query/nh_100,_range_query_with_100_steps/Prometheus-8                                                                    5.919Mi ±  0%    5.919Mi ±  0%         ~ (p=0.699 n=6)
Query/nh_100_+_nh_100,_range_query_with_100_steps/Prometheus-8                                                           14.50Mi ±  0%    14.49Mi ±  0%         ~ (p=0.630 n=12)
Query/nh_100,_range_query_with_1000_steps/Mimir-8                                                                        50.71Mi ±  0%    50.68Mi ±  0%         ~ (p=0.065 n=6)
Query/nh_100_+_nh_100,_range_query_with_1000_steps/Mimir-8                                                               104.7Mi ±  0%    127.8Mi ±  0%   +22.05% (p=0.000 n=12)
Query/nh_100,_range_query_with_1000_steps/Prometheus-8                                                                   50.70Mi ±  0%    50.68Mi ±  0%         ~ (p=0.485 n=6)
Query/nh_100_+_nh_100,_range_query_with_1000_steps/Prometheus-8                                                          127.6Mi ±  0%    127.4Mi ±  0%         ~ (p=0.799 n=12)
Query/nh_2000,_instant_query/Mimir-8                                                                                     18.37Mi ±  0%    18.36Mi ±  0%         ~ (p=0.240 n=6)
Query/nh_2000_+_nh_2000,_instant_query/Mimir-8                                                                           37.83Mi ±  0%    38.25Mi ±  0%    +1.11% (p=0.000 n=12)
Query/nh_2000,_instant_query/Prometheus-8                                                                                18.66Mi ±  0%    18.67Mi ±  0%         ~ (p=0.485 n=6)
Query/nh_2000_+_nh_2000,_instant_query/Prometheus-8                                                                      40.26Mi ±  0%    40.23Mi ±  0%         ~ (p=0.630 n=12)
Query/nh_2000,_range_query_with_100_steps/Mimir-8                                                                        118.7Mi ±  0%    118.8Mi ±  1%         ~ (p=0.589 n=6)
Query/nh_2000_+_nh_2000,_range_query_with_100_steps/Mimir-8                                                              245.1Mi ±  0%    292.1Mi ±  0%   +19.17% (p=0.000 n=12)
Query/nh_2000,_range_query_with_100_steps/Prometheus-8                                                                   118.6Mi ±  0%    118.6Mi ±  0%         ~ (p=0.589 n=6)
Query/nh_2000_+_nh_2000,_range_query_with_100_steps/Prometheus-8                                                         292.6Mi ±  0%    292.5Mi ±  0%         ~ (p=0.443 n=12)
Query/nh_2000,_range_query_with_1000_steps/Mimir-8                                                                       1.019Gi ±  0%    1.019Gi ±  0%         ~ (p=0.065 n=6)
Query/nh_2000_+_nh_2000,_range_query_with_1000_steps/Mimir-8                                                             2.039Gi ±  0%    2.515Gi ±  0%   +23.33% (p=0.000 n=12)
Query/nh_2000,_range_query_with_1000_steps/Prometheus-8                                                                  1.015Gi ±  0%    1.015Gi ±  0%         ~ (p=0.180 n=6)
Query/nh_2000_+_nh_2000,_range_query_with_1000_steps/Prometheus-8                                                        2.539Gi ±  0%    2.540Gi ±  0%         ~ (p=0.291 n=12)
Query/a_1[1m],_instant_query/Mimir-8                                                                                     21.64Ki ±  0%    21.65Ki ±  0%         ~ (p=0.818 n=6)
Query/a_1[1m],_instant_query/Prometheus-8                                                                                23.69Ki ±  0%    23.68Ki ±  0%         ~ (p=0.699 n=6)
Query/a_100[1m],_instant_query/Mimir-8                                                                                   116.8Ki ±  0%    116.9Ki ±  0%         ~ (p=0.589 n=6)
Query/a_100[1m],_instant_query/Prometheus-8                                                                              141.7Ki ±  0%    141.8Ki ±  0%         ~ (p=0.310 n=6)
Query/a_2000[1m],_instant_query/Mimir-8                                                                                  1.945Mi ±  1%    1.941Mi ±  0%         ~ (p=0.589 n=6)
Query/a_2000[1m],_instant_query/Prometheus-8                                                                             2.356Mi ±  0%    2.358Mi ±  0%         ~ (p=0.699 n=6)
Query/rate(a_1[1m]),_instant_query/Mimir-8                                                                               21.91Ki ±  0%    21.91Ki ±  0%         ~ (p=0.859 n=6)
Query/rate(a_1[1m]),_instant_query/Prometheus-8                                                                          24.54Ki ±  0%    24.56Ki ±  0%         ~ (p=0.394 n=6)
Query/rate(a_1[1m]),_range_query_with_100_steps/Mimir-8                                                                  22.38Ki ±  0%    22.37Ki ±  0%         ~ (p=0.981 n=6)
Query/rate(a_1[1m]),_range_query_with_100_steps/Prometheus-8                                                             25.49Ki ±  0%    25.46Ki ±  2%         ~ (p=0.119 n=6)
Query/rate(a_1[1m]),_range_query_with_1000_steps/Mimir-8                                                                 27.22Ki ±  1%    27.17Ki ±  1%         ~ (p=0.589 n=6)
Query/rate(a_1[1m]),_range_query_with_1000_steps/Prometheus-8                                                            30.45Ki ±  0%    30.42Ki ±  1%         ~ (p=0.699 n=6)
Query/rate(a_100[1m]),_instant_query/Mimir-8                                                                             116.6Ki ±  0%    116.6Ki ±  0%         ~ (p=0.699 n=6)
Query/rate(a_100[1m]),_instant_query/Prometheus-8                                                                        156.0Ki ±  0%    156.0Ki ±  0%         ~ (p=0.818 n=6)
Query/rate(a_100[1m]),_range_query_with_100_steps/Mimir-8                                                                160.7Ki ±  0%    160.5Ki ±  0%         ~ (p=0.093 n=6)
Query/rate(a_100[1m]),_range_query_with_100_steps/Prometheus-8                                                           195.3Ki ±  0%    195.4Ki ±  0%         ~ (p=0.310 n=6)
Query/rate(a_100[1m]),_range_query_with_1000_steps/Mimir-8                                                               636.4Ki ±  0%    637.7Ki ±  0%         ~ (p=0.589 n=6)
Query/rate(a_100[1m]),_range_query_with_1000_steps/Prometheus-8                                                          672.8Ki ±  0%    673.0Ki ±  1%         ~ (p=0.818 n=6)
Query/rate(a_2000[1m]),_instant_query/Mimir-8                                                                            1.869Mi ±  0%    1.868Mi ±  0%         ~ (p=0.589 n=6)
Query/rate(a_2000[1m]),_instant_query/Prometheus-8                                                                       2.645Mi ±  0%    2.642Mi ±  0%         ~ (p=0.310 n=6)
Query/rate(a_2000[1m]),_range_query_with_100_steps/Mimir-8                                                               2.803Mi ±  1%    2.793Mi ±  1%         ~ (p=0.589 n=6)
Query/rate(a_2000[1m]),_range_query_with_100_steps/Prometheus-8                                                          3.419Mi ±  0%    3.427Mi ±  0%         ~ (p=0.485 n=6)
Query/rate(a_2000[1m]),_range_query_with_1000_steps/Mimir-8                                                              11.87Mi ±  1%    11.91Mi ±  0%         ~ (p=0.180 n=6)
Query/rate(a_2000[1m]),_range_query_with_1000_steps/Prometheus-8                                                         12.51Mi ±  1%    12.49Mi ±  0%         ~ (p=0.132 n=6)
Query/rate(a_1[1m]),_range_query_with_10000_steps/Mimir-8                                                                80.38Ki ±  5%    80.61Ki ±  5%         ~ (p=0.818 n=6)
Query/rate(a_1[1m]),_range_query_with_10000_steps/Prometheus-8                                                           89.97Ki ±  7%    87.18Ki ±  6%         ~ (p=0.310 n=6)
Query/rate(a_100[1m]),_range_query_with_10000_steps/Mimir-8                                                              5.664Mi ±  2%    5.695Mi ±  1%         ~ (p=0.310 n=6)
Query/rate(a_100[1m]),_range_query_with_10000_steps/Prometheus-8                                                         5.626Mi ±  3%    5.623Mi ±  3%         ~ (p=0.699 n=6)
Query/rate(a_2000[1m]),_range_query_with_10000_steps/Mimir-8                                                             610.2Mi ±  0%    610.4Mi ±  0%         ~ (p=0.818 n=6)
Query/rate(a_2000[1m]),_range_query_with_10000_steps/Prometheus-8                                                        1.054Gi ±  0%    1.054Gi ±  0%         ~ (p=0.485 n=6)
Query/rate(nh_1[1m]),_instant_query/Mimir-8                                                                              27.67Ki ±  0%    27.63Ki ±  0%         ~ (p=0.132 n=6)
Query/rate(nh_1[1m]),_instant_query/Prometheus-8                                                                         30.08Ki ±  0%    30.08Ki ±  0%         ~ (p=0.589 n=6)
Query/rate(nh_1[1m]),_range_query_with_100_steps/Mimir-8                                                                 59.37Ki ±  0%    59.37Ki ±  0%         ~ (p=0.818 n=6)
Query/rate(nh_1[1m]),_range_query_with_100_steps/Prometheus-8                                                            66.94Ki ±  0%    66.99Ki ±  0%         ~ (p=0.058 n=6)
Query/rate(nh_1[1m]),_range_query_with_1000_steps/Mimir-8                                                                292.9Ki ±  0%    292.9Ki ±  0%         ~ (p=1.000 n=6)
Query/rate(nh_1[1m]),_range_query_with_1000_steps/Prometheus-8                                                           314.0Ki ±  0%    314.2Ki ±  0%         ~ (p=0.132 n=6)
Query/rate(nh_100[1m]),_instant_query/Mimir-8                                                                            155.5Ki ±  0%    155.6Ki ±  0%         ~ (p=0.132 n=6)
Query/rate(nh_100[1m]),_instant_query/Prometheus-8                                                                       202.1Ki ±  0%    202.1Ki ±  0%         ~ (p=0.974 n=6)
Query/rate(nh_100[1m]),_range_query_with_100_steps/Mimir-8                                                               2.674Mi ±  0%    2.676Mi ±  0%         ~ (p=0.132 n=6)
Query/rate(nh_100[1m]),_range_query_with_100_steps/Prometheus-8                                                          2.867Mi ±  0%    2.869Mi ±  0%    +0.07% (p=0.026 n=6)
Query/rate(nh_100[1m]),_range_query_with_1000_steps/Mimir-8                                                              25.25Mi ±  0%    25.24Mi ±  0%         ~ (p=0.818 n=6)
Query/rate(nh_100[1m]),_range_query_with_1000_steps/Prometheus-8                                                         26.82Mi ±  0%    26.81Mi ±  0%         ~ (p=0.310 n=6)
Query/rate(nh_2000[1m]),_instant_query/Mimir-8                                                                           2.516Mi ±  0%    2.511Mi ±  0%    -0.20% (p=0.015 n=6)
Query/rate(nh_2000[1m]),_instant_query/Prometheus-8                                                                      3.432Mi ±  0%    3.433Mi ±  0%         ~ (p=0.818 n=6)
Query/rate(nh_2000[1m]),_range_query_with_100_steps/Mimir-8                                                              52.59Mi ±  0%    52.57Mi ±  0%         ~ (p=0.699 n=6)
Query/rate(nh_2000[1m]),_range_query_with_100_steps/Prometheus-8                                                         56.36Mi ±  0%    56.32Mi ±  0%         ~ (p=0.065 n=6)
Query/rate(nh_2000[1m]),_range_query_with_1000_steps/Mimir-8                                                             539.4Mi ±  0%    539.4Mi ±  0%         ~ (p=0.589 n=6)
Query/rate(nh_2000[1m]),_range_query_with_1000_steps/Prometheus-8                                                        566.4Mi ±  0%    566.3Mi ±  0%         ~ (p=0.699 n=6)
Query/rate(nh_1[1m]),_range_query_with_10000_steps/Mimir-8                                                               2.609Mi ±  1%    2.607Mi ±  0%         ~ (p=1.000 n=6)
Query/rate(nh_1[1m]),_range_query_with_10000_steps/Prometheus-8                                                          2.841Mi ±  1%    2.845Mi ±  1%         ~ (p=0.485 n=6)
Query/rate(nh_100[1m]),_range_query_with_10000_steps/Mimir-8                                                             276.2Mi ±  0%    276.2Mi ±  0%         ~ (p=0.818 n=6)
Query/rate(nh_100[1m]),_range_query_with_10000_steps/Prometheus-8                                                        314.9Mi ±  0%    314.9Mi ±  0%         ~ (p=0.699 n=6)
Query/rate(nh_2000[1m]),_range_query_with_10000_steps/Mimir-8                                                            5.379Gi ±  0%    5.379Gi ±  0%         ~ (p=0.180 n=6)
Query/rate(nh_2000[1m]),_range_query_with_10000_steps/Prometheus-8                                                       6.136Gi ±  0%    6.135Gi ±  0%    -0.01% (p=0.041 n=6)
Query/rate(a_1[1d]),_instant_query/Mimir-8                                                                               81.34Ki ± 10%    77.88Ki ±  5%         ~ (p=0.485 n=6)
Query/rate(a_1[1d]),_instant_query/Prometheus-8                                                                          650.9Ki ±  3%    641.5Ki ±  3%         ~ (p=0.240 n=6)
Query/rate(a_1[1d]),_range_query_with_100_steps/Mimir-8                                                                  76.49Ki ± 13%    78.36Ki ±  6%         ~ (p=0.937 n=6)
Query/rate(a_1[1d]),_range_query_with_100_steps/Prometheus-8                                                             649.7Ki ±  2%    651.0Ki ±  1%         ~ (p=0.485 n=6)
Query/rate(a_1[1d]),_range_query_with_1000_steps/Mimir-8                                                                 86.95Ki ± 18%    71.63Ki ± 28%         ~ (p=0.132 n=6)
Query/rate(a_1[1d]),_range_query_with_1000_steps/Prometheus-8                                                            650.3Ki ±  2%    649.0Ki ±  7%         ~ (p=0.818 n=6)
Query/rate(a_100[1d]),_instant_query/Mimir-8                                                                             5.013Mi ±  4%    5.128Mi ±  2%         ~ (p=0.132 n=6)
Query/rate(a_100[1d]),_instant_query/Prometheus-8                                                                        5.612Mi ±  2%    5.593Mi ±  2%         ~ (p=0.937 n=6)
Query/rate(a_100[1d]),_range_query_with_100_steps/Mimir-8                                                                5.214Mi ±  2%    5.093Mi ±  3%    -2.32% (p=0.041 n=6)
Query/rate(a_100[1d]),_range_query_with_100_steps/Prometheus-8                                                           5.725Mi ±  6%    5.700Mi ±  3%         ~ (p=0.937 n=6)
Query/rate(a_100[1d]),_range_query_with_1000_steps/Mimir-8                                                               5.729Mi ±  5%    5.677Mi ±  2%    -0.90% (p=0.026 n=6)
Query/rate(a_100[1d]),_range_query_with_1000_steps/Prometheus-8                                                          8.463Mi ±  3%    8.408Mi ±  1%         ~ (p=0.180 n=6)
Query/rate(a_2000[1d]),_instant_query/Mimir-8                                                                            96.39Mi ±  1%    96.33Mi ±  0%         ~ (p=1.000 n=6)
Query/rate(a_2000[1d]),_instant_query/Prometheus-8                                                                       97.56Mi ±  1%    97.37Mi ±  0%    -0.19% (p=0.041 n=6)
Query/rate(a_2000[1d]),_range_query_with_100_steps/Mimir-8                                                               100.8Mi ±  0%    100.8Mi ±  1%         ~ (p=0.699 n=6)
Query/rate(a_2000[1d]),_range_query_with_100_steps/Prometheus-8                                                          101.3Mi ±  1%    101.0Mi ±  1%         ~ (p=0.485 n=6)
Query/rate(a_2000[1d]),_range_query_with_1000_steps/Mimir-8                                                              135.4Mi ±  0%    135.4Mi ±  0%         ~ (p=0.937 n=6)
Query/rate(a_2000[1d]),_range_query_with_1000_steps/Prometheus-8                                                         136.2Mi ±  1%    136.0Mi ±  0%         ~ (p=0.132 n=6)
Query/rate(nh_1[1h]),_instant_query/Mimir-8                                                                              101.2Ki ±  0%    101.3Ki ±  1%         ~ (p=0.699 n=6)
Query/rate(nh_1[1h]),_instant_query/Prometheus-8                                                                         149.7Ki ±  1%    150.2Ki ±  1%         ~ (p=0.180 n=6)
Query/rate(nh_1[1h]),_range_query_with_100_steps/Mimir-8                                                                 118.3Ki ±  1%    118.2Ki ±  1%         ~ (p=0.937 n=6)
Query/rate(nh_1[1h]),_range_query_with_100_steps/Prometheus-8                                                            203.8Ki ±  0%    203.8Ki ±  0%         ~ (p=0.818 n=6)
Query/rate(nh_1[1h]),_range_query_with_1000_steps/Mimir-8                                                                363.3Ki ±  1%    363.8Ki ±  1%         ~ (p=0.699 n=6)
Query/rate(nh_1[1h]),_range_query_with_1000_steps/Prometheus-8                                                           466.8Ki ±  1%    468.4Ki ±  1%         ~ (p=0.394 n=6)
Query/rate(nh_100[1h]),_instant_query/Mimir-8                                                                            478.7Ki ±  1%    478.0Ki ±  1%         ~ (p=0.485 n=6)
Query/rate(nh_100[1h]),_instant_query/Prometheus-8                                                                       582.6Ki ±  1%    585.3Ki ±  3%         ~ (p=0.394 n=6)
Query/rate(nh_100[1h]),_range_query_with_100_steps/Mimir-8                                                               2.987Mi ±  0%    2.990Mi ±  1%         ~ (p=0.818 n=6)
Query/rate(nh_100[1h]),_range_query_with_100_steps/Prometheus-8                                                          3.290Mi ±  1%    3.277Mi ±  1%         ~ (p=0.180 n=6)
Query/rate(nh_100[1h]),_range_query_with_1000_steps/Mimir-8                                                              25.63Mi ±  0%    25.61Mi ±  0%         ~ (p=0.132 n=6)
Query/rate(nh_100[1h]),_range_query_with_1000_steps/Prometheus-8                                                         27.30Mi ±  0%    27.30Mi ±  0%         ~ (p=0.937 n=6)
Query/rate(nh_2000[1h]),_instant_query/Mimir-8                                                                           7.296Mi ±  1%    7.278Mi ±  3%         ~ (p=0.699 n=6)
Query/rate(nh_2000[1h]),_instant_query/Prometheus-8                                                                      8.274Mi ±  2%    8.315Mi ±  1%         ~ (p=0.589 n=6)
Query/rate(nh_2000[1h]),_range_query_with_100_steps/Mimir-8                                                              57.31Mi ±  0%    57.39Mi ±  0%         ~ (p=0.065 n=6)
Query/rate(nh_2000[1h]),_range_query_with_100_steps/Prometheus-8                                                         65.21Mi ±  0%    65.14Mi ±  0%         ~ (p=0.394 n=6)
Query/rate(nh_2000[1h]),_range_query_with_1000_steps/Mimir-8                                                             543.0Mi ±  0%    543.0Mi ±  0%         ~ (p=1.000 n=6)
Query/rate(nh_2000[1h]),_range_query_with_1000_steps/Prometheus-8                                                        570.5Mi ±  0%    570.4Mi ±  0%         ~ (p=0.589 n=6)
Query/a_1_-_b_1,_instant_query/Mimir-8                                                                                   42.34Ki ±  0%    42.52Ki ±  0%    +0.43% (p=0.002 n=6)
Query/a_1_-_b_1,_instant_query/Prometheus-8                                                                              46.08Ki ±  0%    46.10Ki ±  0%         ~ (p=0.394 n=6)
Query/a_1_-_b_1,_range_query_with_100_steps/Mimir-8                                                                      43.46Ki ±  0%    45.56Ki ±  0%    +4.85% (p=0.002 n=6)
Query/a_1_-_b_1,_range_query_with_100_steps/Prometheus-8                                                                 52.35Ki ±  0%    52.40Ki ±  0%         ~ (p=0.225 n=6)
Query/a_1_-_b_1,_range_query_with_1000_steps/Mimir-8                                                                     52.72Ki ±  0%    69.15Ki ±  0%   +31.17% (p=0.002 n=6)
Query/a_1_-_b_1,_range_query_with_1000_steps/Prometheus-8                                                                104.3Ki ±  0%    104.3Ki ±  0%         ~ (p=0.937 n=6)
Query/a_100_-_b_100,_instant_query/Mimir-8                                                                               342.6Ki ±  0%    344.6Ki ±  0%    +0.57% (p=0.002 n=6)
Query/a_100_-_b_100,_instant_query/Prometheus-8                                                                          441.4Ki ±  0%    441.4Ki ±  0%         ~ (p=0.240 n=6)
Query/a_100_-_b_100,_range_query_with_100_steps/Mimir-8                                                                  456.4Ki ±  0%    658.8Ki ±  0%   +44.35% (p=0.002 n=6)
Query/a_100_-_b_100,_range_query_with_100_steps/Prometheus-8                                                             646.4Ki ±  0%    646.5Ki ±  0%         ~ (p=0.699 n=6)
Query/a_100_-_b_100,_range_query_with_1000_steps/Mimir-8                                                                 1.326Mi ±  0%    2.901Mi ±  0%  +118.84% (p=0.002 n=6)
Query/a_100_-_b_100,_range_query_with_1000_steps/Prometheus-8                                                            2.355Mi ±  0%    2.353Mi ±  1%         ~ (p=0.699 n=6)
Query/a_2000_-_b_2000,_instant_query/Mimir-8                                                                             6.025Mi ±  0%    6.053Mi ±  0%    +0.46% (p=0.002 n=6)
Query/a_2000_-_b_2000,_instant_query/Prometheus-8                                                                        8.281Mi ±  0%    8.279Mi ±  0%         ~ (p=0.589 n=6)
Query/a_2000_-_b_2000,_range_query_with_100_steps/Mimir-8                                                                8.199Mi ±  1%   12.131Mi ±  0%   +47.96% (p=0.002 n=6)
Query/a_2000_-_b_2000,_range_query_with_100_steps/Prometheus-8                                                           10.41Mi ± 11%    10.41Mi ±  1%         ~ (p=0.699 n=6)
Query/a_2000_-_b_2000,_range_query_with_1000_steps/Mimir-8                                                               25.46Mi ±  3%    57.62Mi ±  1%  +126.33% (p=0.002 n=6)
Query/a_2000_-_b_2000,_range_query_with_1000_steps/Prometheus-8                                                          123.4Mi ±  0%    123.2Mi ±  0%         ~ (p=0.699 n=6)
Query/nh_1_/_a_1,_instant_query/Mimir-8                                                                                  57.65Ki ±  0%    57.99Ki ±  0%    +0.59% (p=0.002 n=6)
Query/nh_1_/_a_1,_instant_query/Prometheus-8                                                                             61.60Ki ±  0%    61.58Ki ±  0%         ~ (p=0.374 n=6)
Query/nh_1_/_a_1,_range_query_with_100_steps/Mimir-8                                                                     115.1Ki ±  0%    138.4Ki ±  0%   +20.23% (p=0.002 n=6)
Query/nh_1_/_a_1,_range_query_with_100_steps/Prometheus-8                                                                147.0Ki ±  0%    147.0Ki ±  0%         ~ (p=0.699 n=6)
Query/nh_1_/_a_1,_range_query_with_1000_steps/Mimir-8                                                                    595.5Ki ±  0%    831.9Ki ±  0%   +39.69% (p=0.002 n=6)
Query/nh_1_/_a_1,_range_query_with_1000_steps/Prometheus-8                                                               881.4Ki ±  0%    881.1Ki ±  0%         ~ (p=0.937 n=6)
Query/nh_100_/_a_100,_instant_query/Mimir-8                                                                              1.131Mi ±  0%    1.155Mi ±  0%    +2.11% (p=0.002 n=6)
Query/nh_100_/_a_100,_instant_query/Prometheus-8                                                                         1.250Mi ±  0%    1.249Mi ±  0%         ~ (p=0.937 n=6)
Query/nh_100_/_a_100,_range_query_with_100_steps/Mimir-8                                                                 6.384Mi ±  0%    8.640Mi ±  0%   +35.35% (p=0.002 n=6)
Query/nh_100_/_a_100,_range_query_with_100_steps/Prometheus-8                                                            8.807Mi ±  0%    8.806Mi ±  0%         ~ (p=0.394 n=6)
Query/nh_100_/_a_100,_range_query_with_1000_steps/Mimir-8                                                                53.19Mi ±  0%    76.47Mi ±  0%   +43.77% (p=0.002 n=6)
Query/nh_100_/_a_100,_range_query_with_1000_steps/Prometheus-8                                                           77.23Mi ±  1%    77.24Mi ±  1%         ~ (p=0.937 n=6)
Query/nh_2000_/_a_2000,_instant_query/Mimir-8                                                                            21.82Mi ±  0%    22.27Mi ±  1%    +2.10% (p=0.002 n=6)
Query/nh_2000_/_a_2000,_instant_query/Prometheus-8                                                                       24.58Mi ±  0%    24.54Mi ±  0%         ~ (p=0.394 n=6)
Query/nh_2000_/_a_2000,_range_query_with_100_steps/Mimir-8                                                               127.2Mi ±  0%    174.1Mi ±  1%   +36.89% (p=0.002 n=6)
Query/nh_2000_/_a_2000,_range_query_with_100_steps/Prometheus-8                                                          177.2Mi ±  0%    177.3Mi ±  0%         ~ (p=0.699 n=6)
Query/nh_2000_/_a_2000,_range_query_with_1000_steps/Mimir-8                                                              1.035Gi ±  0%    1.511Gi ±  0%   +46.01% (p=0.002 n=6)
Query/nh_2000_/_a_2000,_range_query_with_1000_steps/Prometheus-8                                                         1.569Gi ±  0%    1.569Gi ±  0%         ~ (p=0.310 n=6)
Query/a_1_-_b_1,_range_query_with_10000_steps/Mimir-8                                                                    156.4Ki ±  3%    432.1Ki ±  3%  +176.17% (p=0.002 n=6)
Query/a_1_-_b_1,_range_query_with_10000_steps/Prometheus-8                                                               688.3Ki ±  2%    685.4Ki ±  3%         ~ (p=0.937 n=6)
Query/a_100_-_b_100,_range_query_with_10000_steps/Mimir-8                                                                10.97Mi ±  1%    36.17Mi ±  1%  +229.83% (p=0.002 n=6)
Query/a_100_-_b_100,_range_query_with_10000_steps/Prometheus-8                                                           21.00Mi ±  2%    20.95Mi ±  1%         ~ (p=0.818 n=6)
Query/a_2000_-_b_2000,_range_query_with_10000_steps/Mimir-8                                                              721.1Mi ±  0%   1221.6Mi ±  0%   +69.40% (p=0.002 n=6)
Query/a_2000_-_b_2000,_range_query_with_10000_steps/Prometheus-8                                                         3.055Gi ±  0%    3.055Gi ±  0%         ~ (p=0.589 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_instant_query/Mimir-8                                                                262.5Ki ±  0%    263.3Ki ±  0%    +0.27% (p=0.041 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_instant_query/Prometheus-8                                                           344.1Ki ±  0%    344.4Ki ±  0%         ~ (p=0.589 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_100_steps/Mimir-8                                                   344.2Ki ±  0%    445.4Ki ±  0%   +29.39% (p=0.002 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_100_steps/Prometheus-8                                              512.3Ki ±  0%    512.2Ki ±  0%         ~ (p=0.818 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_1000_steps/Mimir-8                                                  1.001Mi ±  0%    1.789Mi ±  0%   +78.68% (p=0.002 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_1000_steps/Prometheus-8                                             1.948Mi ±  0%    1.951Mi ±  0%         ~ (p=0.223 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_instant_query/Mimir-8                                                                  4.054Mi ±  0%    4.079Mi ±  0%    +0.63% (p=0.002 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_instant_query/Prometheus-8                                                             6.224Mi ±  0%    6.214Mi ±  0%    -0.16% (p=0.041 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_100_steps/Mimir-8                                                     5.509Mi ±  0%    7.467Mi ±  0%   +35.52% (p=0.002 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_100_steps/Prometheus-8                                                7.770Mi ±  0%    7.757Mi ±  0%         ~ (p=0.485 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_1000_steps/Mimir-8                                                    16.93Mi ±  0%    32.47Mi ±  0%   +91.85% (p=0.002 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_1000_steps/Prometheus-8                                               21.19Mi ±  1%    21.31Mi ±  2%         ~ (p=0.180 n=6)
Query/a_2000{l="1234"}_-_b_2000,_instant_query/Mimir-8                                                                   2.007Mi ±  0%    1.955Mi ±  3%    -2.58% (p=0.026 n=6)
Query/a_2000{l="1234"}_-_b_2000,_instant_query/Prometheus-8                                                              4.293Mi ±  0%    4.295Mi ±  0%         ~ (p=0.485 n=6)
Query/a_2000{l="1234"}_-_b_2000,_range_query_with_100_steps/Mimir-8                                                      2.591Mi ± 15%    2.549Mi ±  5%         ~ (p=1.000 n=6)
Query/a_2000{l="1234"}_-_b_2000,_range_query_with_100_steps/Prometheus-8                                                 5.376Mi ±  0%    5.372Mi ±  0%         ~ (p=0.485 n=6)
Query/a_2000{l="1234"}_-_b_2000,_range_query_with_1000_steps/Mimir-8                                                     5.927Mi ± 19%    6.016Mi ± 11%         ~ (p=0.485 n=6)
Query/a_2000{l="1234"}_-_b_2000,_range_query_with_1000_steps/Prometheus-8                                                14.02Mi ±  1%    14.02Mi ±  1%         ~ (p=0.699 n=6)
Query/a_2000_-_b_2000{l="1234"},_instant_query/Mimir-8                                                                   2.069Mi ±  4%    2.061Mi ±  1%         ~ (p=0.485 n=6)
Query/a_2000_-_b_2000{l="1234"},_instant_query/Prometheus-8                                                              3.662Mi ±  0%    3.664Mi ±  0%         ~ (p=0.394 n=6)
Query/a_2000_-_b_2000{l="1234"},_range_query_with_100_steps/Mimir-8                                                      2.574Mi ±  8%    2.624Mi ±  9%         ~ (p=0.589 n=6)
Query/a_2000_-_b_2000{l="1234"},_range_query_with_100_steps/Prometheus-8                                                 4.738Mi ±  3%    4.742Mi ±  0%         ~ (p=0.937 n=6)
Query/a_2000_-_b_2000{l="1234"},_range_query_with_1000_steps/Mimir-8                                                     6.054Mi ±  3%    5.950Mi ±  4%    -1.72% (p=0.041 n=6)
Query/a_2000_-_b_2000{l="1234"},_range_query_with_1000_steps/Prometheus-8                                                13.40Mi ±  2%    13.64Mi ±  2%         ~ (p=0.310 n=6)
Query/sum(a_1),_instant_query/Mimir-8                                                                                    22.31Ki ±  0%    22.29Ki ±  0%         ~ (p=0.132 n=6)
Query/sum(a_1),_instant_query/Prometheus-8                                                                               23.75Ki ±  0%    23.73Ki ±  0%         ~ (p=0.329 n=6)
Query/sum(a_1),_range_query_with_100_steps/Mimir-8                                                                       22.89Ki ±  1%    22.90Ki ±  0%         ~ (p=0.325 n=6)
Query/sum(a_1),_range_query_with_100_steps/Prometheus-8                                                                  24.78Ki ±  0%    24.75Ki ±  0%         ~ (p=0.132 n=6)
Query/sum(a_1),_range_query_with_1000_steps/Mimir-8                                                                      27.62Ki ±  0%    27.63Ki ±  0%         ~ (p=0.900 n=6)
Query/sum(a_1),_range_query_with_1000_steps/Prometheus-8                                                                 29.56Ki ±  0%    29.53Ki ±  0%         ~ (p=0.485 n=6)
Query/sum(a_100),_instant_query/Mimir-8                                                                                  160.7Ki ±  0%    160.6Ki ±  0%         ~ (p=0.485 n=6)
Query/sum(a_100),_instant_query/Prometheus-8                                                                             179.5Ki ±  0%    179.6Ki ±  0%         ~ (p=0.699 n=6)
Query/sum(a_100),_range_query_with_100_steps/Mimir-8                                                                     216.7Ki ±  0%    216.9Ki ±  0%         ~ (p=0.589 n=6)
Query/sum(a_100),_range_query_with_100_steps/Prometheus-8                                                                235.6Ki ±  0%    235.4Ki ±  0%         ~ (p=0.589 n=6)
Query/sum(a_100),_range_query_with_1000_steps/Mimir-8                                                                    669.9Ki ±  0%    671.5Ki ±  1%         ~ (p=0.699 n=6)
Query/sum(a_100),_range_query_with_1000_steps/Prometheus-8                                                               683.9Ki ±  0%    684.7Ki ±  0%         ~ (p=0.699 n=6)
Query/sum(a_2000),_instant_query/Mimir-8                                                                                 2.717Mi ±  0%    2.718Mi ±  0%         ~ (p=0.485 n=6)
Query/sum(a_2000),_instant_query/Prometheus-8                                                                            3.111Mi ±  0%    3.112Mi ±  0%         ~ (p=0.937 n=6)
Query/sum(a_2000),_range_query_with_100_steps/Mimir-8                                                                    3.757Mi ±  0%    3.758Mi ±  0%         ~ (p=1.000 n=6)
Query/sum(a_2000),_range_query_with_100_steps/Prometheus-8                                                               4.153Mi ±  3%    4.147Mi ±  1%         ~ (p=0.589 n=6)
Query/sum(a_2000),_range_query_with_1000_steps/Mimir-8                                                                   12.60Mi ±  1%    12.57Mi ±  1%         ~ (p=0.485 n=6)
Query/sum(a_2000),_range_query_with_1000_steps/Prometheus-8                                                              12.75Mi ±  1%    12.76Mi ±  0%         ~ (p=0.240 n=6)
Query/sum_without_(l)(h_1),_instant_query/Mimir-8                                                                        30.90Ki ±  0%    30.87Ki ±  0%         ~ (p=0.485 n=6)
Query/sum_without_(l)(h_1),_instant_query/Prometheus-8                                                                   33.20Ki ±  0%    33.23Ki ±  0%         ~ (p=0.180 n=6)
Query/sum_without_(l)(h_1),_range_query_with_100_steps/Mimir-8                                                           34.19Ki ±  0%    34.18Ki ±  0%         ~ (p=0.818 n=6)
Query/sum_without_(l)(h_1),_range_query_with_100_steps/Prometheus-8                                                      36.83Ki ±  0%    36.82Ki ±  0%         ~ (p=0.937 n=6)
Query/sum_without_(l)(h_1),_range_query_with_1000_steps/Mimir-8                                                          61.98Ki ±  0%    62.06Ki ±  1%         ~ (p=0.937 n=6)
Query/sum_without_(l)(h_1),_range_query_with_1000_steps/Prometheus-8                                                     64.36Ki ±  0%    64.47Ki ±  0%         ~ (p=0.240 n=6)
Query/sum_without_(l)(h_100),_instant_query/Mimir-8                                                                      927.7Ki ±  0%    927.5Ki ±  0%         ~ (p=0.589 n=6)
Query/sum_without_(l)(h_100),_instant_query/Prometheus-8                                                                 1.037Mi ±  0%    1.037Mi ±  0%         ~ (p=0.818 n=6)
Query/sum_without_(l)(h_100),_range_query_with_100_steps/Mimir-8                                                         1.223Mi ±  0%    1.222Mi ±  0%         ~ (p=0.065 n=6)
Query/sum_without_(l)(h_100),_range_query_with_100_steps/Prometheus-8                                                    1.354Mi ±  0%    1.352Mi ±  0%         ~ (p=0.485 n=6)
Query/sum_without_(l)(h_100),_range_query_with_1000_steps/Mimir-8                                                        3.867Mi ±  0%    3.862Mi ±  1%         ~ (p=0.485 n=6)
Query/sum_without_(l)(h_100),_range_query_with_1000_steps/Prometheus-8                                                   4.006Mi ±  0%    4.005Mi ±  0%         ~ (p=0.818 n=6)
Query/sum_without_(l)(h_2000),_instant_query/Mimir-8                                                                     19.24Mi ±  0%    19.24Mi ±  0%         ~ (p=0.937 n=6)
Query/sum_without_(l)(h_2000),_instant_query/Prometheus-8                                                                21.96Mi ±  0%    21.91Mi ±  0%         ~ (p=0.394 n=6)
Query/sum_without_(l)(h_2000),_range_query_with_100_steps/Mimir-8                                                        25.58Mi ±  1%    25.56Mi ±  0%         ~ (p=0.589 n=6)
Query/sum_without_(l)(h_2000),_range_query_with_100_steps/Prometheus-8                                                   27.88Mi ±  0%    27.90Mi ±  0%         ~ (p=0.093 n=6)
Query/sum_without_(l)(h_2000),_range_query_with_1000_steps/Mimir-8                                                       79.11Mi ±  0%    79.04Mi ±  0%         ~ (p=0.699 n=6)
Query/sum_without_(l)(h_2000),_range_query_with_1000_steps/Prometheus-8                                                  268.8Mi ±  0%    268.7Mi ±  0%         ~ (p=0.699 n=6)
Query/sum_without_(le)(h_1),_instant_query/Mimir-8                                                                       30.69Ki ±  0%    30.69Ki ±  0%         ~ (p=0.937 n=6)
Query/sum_without_(le)(h_1),_instant_query/Prometheus-8                                                                  31.67Ki ±  0%    31.66Ki ±  1%         ~ (p=0.965 n=6)
Query/sum_without_(le)(h_1),_range_query_with_100_steps/Mimir-8                                                          33.96Ki ±  0%    33.98Ki ±  0%         ~ (p=0.193 n=6)
Query/sum_without_(le)(h_1),_range_query_with_100_steps/Prometheus-8                                                     35.47Ki ±  0%    35.46Ki ±  0%         ~ (p=0.909 n=6)
Query/sum_without_(le)(h_1),_range_query_with_1000_steps/Mimir-8                                                         61.84Ki ±  0%    61.73Ki ±  1%         ~ (p=0.589 n=6)
Query/sum_without_(le)(h_1),_range_query_with_1000_steps/Prometheus-8                                                    63.02Ki ±  0%    63.12Ki ±  0%         ~ (p=0.310 n=6)
Query/sum_without_(le)(h_100),_instant_query/Mimir-8                                                                     948.2Ki ±  0%    948.6Ki ±  0%         ~ (p=0.699 n=6)
Query/sum_without_(le)(h_100),_instant_query/Prometheus-8                                                                1.073Mi ±  0%    1.076Mi ±  0%         ~ (p=0.093 n=6)
Query/sum_without_(le)(h_100),_range_query_with_100_steps/Mimir-8                                                        1.247Mi ±  0%    1.245Mi ±  0%         ~ (p=0.180 n=6)
Query/sum_without_(le)(h_100),_range_query_with_100_steps/Prometheus-8                                                   1.386Mi ±  0%    1.386Mi ±  0%         ~ (p=0.937 n=6)
Query/sum_without_(le)(h_100),_range_query_with_1000_steps/Mimir-8                                                       3.897Mi ±  0%    3.891Mi ±  0%         ~ (p=0.132 n=6)
Query/sum_without_(le)(h_100),_range_query_with_1000_steps/Prometheus-8                                                  4.042Mi ±  1%    4.031Mi ±  1%         ~ (p=0.485 n=6)
Query/sum_without_(le)(h_2000),_instant_query/Mimir-8                                                                    19.88Mi ±  0%    19.91Mi ±  0%         ~ (p=0.589 n=6)
Query/sum_without_(le)(h_2000),_instant_query/Prometheus-8                                                               22.80Mi ±  0%    22.83Mi ±  1%         ~ (p=0.310 n=6)
Query/sum_without_(le)(h_2000),_range_query_with_100_steps/Mimir-8                                                       27.63Mi ±  2%    27.78Mi ±  2%         ~ (p=0.485 n=6)
Query/sum_without_(le)(h_2000),_range_query_with_100_steps/Prometheus-8                                                  28.61Mi ±  0%    28.62Mi ±  0%         ~ (p=0.485 n=6)
Query/sum_without_(le)(h_2000),_range_query_with_1000_steps/Mimir-8                                                      111.2Mi ±  0%    111.2Mi ±  0%         ~ (p=0.310 n=6)
Query/sum_without_(le)(h_2000),_range_query_with_1000_steps/Prometheus-8                                                 300.7Mi ±  0%    300.7Mi ±  0%         ~ (p=1.000 n=6)
Query/sum(nh_1),_instant_query/Mimir-8                                                                                   37.59Ki ±  0%    37.60Ki ±  0%         ~ (p=0.669 n=6)
Query/sum(nh_1),_instant_query/Prometheus-8                                                                              39.27Ki ±  0%    39.29Ki ±  0%         ~ (p=0.472 n=6)
Query/sum(nh_1),_range_query_with_100_steps/Mimir-8                                                                      92.48Ki ±  0%    92.53Ki ±  0%         ~ (p=0.589 n=6)
Query/sum(nh_1),_range_query_with_100_steps/Prometheus-8                                                                 119.4Ki ±  0%    119.4Ki ±  1%         ~ (p=0.065 n=6)
Query/sum(nh_1),_range_query_with_1000_steps/Mimir-8                                                                     553.1Ki ±  0%    553.4Ki ±  0%         ~ (p=0.240 n=6)
Query/sum(nh_1),_range_query_with_1000_steps/Prometheus-8                                                                803.8Ki ±  0%    803.9Ki ±  0%    +0.02% (p=0.026 n=6)
Query/sum(nh_100),_instant_query/Mimir-8                                                                                 972.0Ki ±  0%    972.0Ki ±  0%         ~ (p=0.937 n=6)
Query/sum(nh_100),_instant_query/Prometheus-8                                                                            991.4Ki ±  0%    991.8Ki ±  0%         ~ (p=0.818 n=6)
Query/sum(nh_100),_range_query_with_100_steps/Mimir-8                                                                    5.918Mi ±  0%    5.918Mi ±  0%         ~ (p=0.937 n=6)
Query/sum(nh_100),_range_query_with_100_steps/Prometheus-8                                                               5.951Mi ±  0%    5.951Mi ±  0%         ~ (p=0.699 n=6)
Query/sum(nh_100),_range_query_with_1000_steps/Mimir-8                                                                   50.65Mi ±  0%    50.65Mi ±  0%         ~ (p=0.699 n=6)
Query/sum(nh_100),_range_query_with_1000_steps/Prometheus-8                                                              50.99Mi ±  0%    51.02Mi ±  0%         ~ (p=0.485 n=6)
Query/sum(nh_2000),_instant_query/Mimir-8                                                                                18.36Mi ±  0%    18.37Mi ±  0%         ~ (p=1.000 n=6)
Query/sum(nh_2000),_instant_query/Prometheus-8                                                                           18.72Mi ±  0%    18.74Mi ±  0%         ~ (p=0.394 n=6)
Query/sum(nh_2000),_range_query_with_100_steps/Mimir-8                                                                   117.7Mi ±  0%    117.8Mi ±  0%         ~ (p=0.589 n=6)
Query/sum(nh_2000),_range_query_with_100_steps/Prometheus-8                                                              118.9Mi ±  0%    118.9Mi ±  0%         ~ (p=0.937 n=6)
Query/sum(nh_2000),_range_query_with_1000_steps/Mimir-8                                                                 1008.6Mi ±  0%   1008.8Mi ±  0%         ~ (p=0.310 n=6)
Query/sum(nh_2000),_range_query_with_1000_steps/Prometheus-8                                                             1.015Gi ±  0%    1.015Gi ±  0%         ~ (p=0.699 n=6)
Query/sum_by_(l)(h_1),_instant_query/Mimir-8                                                                             30.65Ki ±  0%    30.65Ki ±  0%         ~ (p=1.000 n=6)
Query/sum_by_(l)(h_1),_instant_query/Prometheus-8                                                                        31.64Ki ±  0%    31.63Ki ±  0%         ~ (p=0.420 n=6)
Query/sum_by_(l)(h_1),_range_query_with_100_steps/Mimir-8                                                                33.93Ki ±  0%    33.94Ki ±  0%         ~ (p=0.937 n=6)
Query/sum_by_(l)(h_1),_range_query_with_100_steps/Prometheus-8                                                           35.43Ki ±  0%    35.42Ki ±  0%         ~ (p=0.818 n=6)
Query/sum_by_(l)(h_1),_range_query_with_1000_steps/Mimir-8                                                               61.91Ki ±  0%    61.88Ki ±  0%         ~ (p=0.457 n=6)
Query/sum_by_(l)(h_1),_range_query_with_1000_steps/Prometheus-8                                                          63.05Ki ±  0%    63.06Ki ±  0%         ~ (p=0.937 n=6)
Query/sum_by_(l)(h_100),_instant_query/Mimir-8                                                                           947.8Ki ±  0%    947.3Ki ±  0%         ~ (p=0.310 n=6)
Query/sum_by_(l)(h_100),_instant_query/Prometheus-8                                                                      1.075Mi ±  0%    1.075Mi ±  0%         ~ (p=0.699 n=6)
Query/sum_by_(l)(h_100),_range_query_with_100_steps/Mimir-8                                                              1.244Mi ±  0%    1.243Mi ±  0%         ~ (p=0.394 n=6)
Query/sum_by_(l)(h_100),_range_query_with_100_steps/Prometheus-8                                                         1.384Mi ±  0%    1.385Mi ±  0%         ~ (p=0.485 n=6)
Query/sum_by_(l)(h_100),_range_query_with_1000_steps/Mimir-8                                                             3.890Mi ±  1%    3.893Mi ±  0%         ~ (p=0.818 n=6)
Query/sum_by_(l)(h_100),_range_query_with_1000_steps/Prometheus-8                                                        3.999Mi ±  1%    4.036Mi ±  1%         ~ (p=0.818 n=6)
Query/sum_by_(l)(h_2000),_instant_query/Mimir-8                                                                          19.93Mi ±  0%    19.88Mi ±  0%         ~ (p=0.240 n=6)
Query/sum_by_(l)(h_2000),_instant_query/Prometheus-8                                                                     22.82Mi ±  0%    22.80Mi ±  0%         ~ (p=0.937 n=6)
Query/sum_by_(l)(h_2000),_range_query_with_100_steps/Mimir-8                                                             27.80Mi ±  1%    27.84Mi ±  2%         ~ (p=0.818 n=6)
Query/sum_by_(l)(h_2000),_range_query_with_100_steps/Prometheus-8                                                        28.63Mi ±  0%    28.63Mi ±  0%         ~ (p=0.818 n=6)
Query/sum_by_(l)(h_2000),_range_query_with_1000_steps/Mimir-8                                                            111.3Mi ±  0%    111.3Mi ±  0%         ~ (p=1.000 n=6)
Query/sum_by_(l)(h_2000),_range_query_with_1000_steps/Prometheus-8                                                       300.7Mi ±  0%    300.6Mi ±  0%         ~ (p=0.394 n=6)
Query/sum_by_(le)(h_1),_instant_query/Mimir-8                                                                            30.85Ki ±  0%    30.86Ki ±  0%         ~ (p=0.818 n=6)
Query/sum_by_(le)(h_1),_instant_query/Prometheus-8                                                                       33.23Ki ±  0%    33.20Ki ±  0%    -0.11% (p=0.041 n=6)
Query/sum_by_(le)(h_1),_range_query_with_100_steps/Mimir-8                                                               34.12Ki ±  0%    34.16Ki ±  0%         ~ (p=0.310 n=6)
Query/sum_by_(le)(h_1),_range_query_with_100_steps/Prometheus-8                                                          36.83Ki ±  0%    36.82Ki ±  0%         ~ (p=0.394 n=6)
Query/sum_by_(le)(h_1),_range_query_with_1000_steps/Mimir-8                                                              61.78Ki ±  1%    62.00Ki ±  0%         ~ (p=0.093 n=6)
Query/sum_by_(le)(h_1),_range_query_with_1000_steps/Prometheus-8                                                         64.45Ki ±  0%    64.37Ki ±  0%         ~ (p=0.394 n=6)
Query/sum_by_(le)(h_100),_instant_query/Mimir-8                                                                          926.7Ki ±  0%    927.7Ki ±  0%         ~ (p=0.394 n=6)
Query/sum_by_(le)(h_100),_instant_query/Prometheus-8                                                                     1.037Mi ±  0%    1.038Mi ±  0%         ~ (p=0.240 n=6)
Query/sum_by_(le)(h_100),_range_query_with_100_steps/Mimir-8                                                             1.221Mi ±  0%    1.220Mi ±  0%         ~ (p=0.310 n=6)
Query/sum_by_(le)(h_100),_range_query_with_100_steps/Prometheus-8                                                        1.352Mi ±  0%    1.352Mi ±  0%         ~ (p=0.937 n=6)
Query/sum_by_(le)(h_100),_range_query_with_1000_steps/Mimir-8                                                            3.868Mi ±  0%    3.868Mi ±  1%         ~ (p=0.699 n=6)
Query/sum_by_(le)(h_100),_range_query_with_1000_steps/Prometheus-8                                                       4.011Mi ±  0%    4.012Mi ±  0%         ~ (p=1.000 n=6)
Query/sum_by_(le)(h_2000),_instant_query/Mimir-8                                                                         19.25Mi ±  1%    19.23Mi ±  0%         ~ (p=0.589 n=6)
Query/sum_by_(le)(h_2000),_instant_query/Prometheus-8                                                                    21.96Mi ±  1%    21.94Mi ±  1%         ~ (p=1.000 n=6)
Query/sum_by_(le)(h_2000),_range_query_with_100_steps/Mimir-8                                                            25.59Mi ±  0%    25.58Mi ±  1%         ~ (p=0.699 n=6)
Query/sum_by_(le)(h_2000),_range_query_with_100_steps/Prometheus-8                                                       27.92Mi ±  0%    27.89Mi ±  0%         ~ (p=0.180 n=6)
Query/sum_by_(le)(h_2000),_range_query_with_1000_steps/Mimir-8                                                           78.93Mi ±  0%    79.06Mi ±  0%         ~ (p=0.394 n=6)
Query/sum_by_(le)(h_2000),_range_query_with_1000_steps/Prometheus-8                                                      268.9Mi ±  0%    268.8Mi ±  0%         ~ (p=0.485 n=6)
Query/sum_by_(l)(nh_1),_instant_query/Mimir-8                                                                            39.01Ki ±  0%    39.00Ki ±  0%         ~ (p=1.000 n=6)
Query/sum_by_(l)(nh_1),_instant_query/Prometheus-8                                                                       39.37Ki ±  0%    39.37Ki ±  0%         ~ (p=0.942 n=6)
Query/sum_by_(l)(nh_1),_range_query_with_100_steps/Mimir-8                                                               93.88Ki ±  0%    93.87Ki ±  0%         ~ (p=0.394 n=6)
Query/sum_by_(l)(nh_1),_range_query_with_100_steps/Prometheus-8                                                          119.5Ki ±  0%    119.5Ki ±  0%         ~ (p=0.818 n=6)
Query/sum_by_(l)(nh_1),_range_query_with_1000_steps/Mimir-8                                                              554.7Ki ±  0%    554.5Ki ±  0%         ~ (p=0.394 n=6)
Query/sum_by_(l)(nh_1),_range_query_with_1000_steps/Prometheus-8                                                         803.9Ki ±  0%    803.8Ki ±  0%         ~ (p=0.937 n=6)
Query/sum_by_(l)(nh_100),_instant_query/Mimir-8                                                                          994.0Ki ±  0%    993.6Ki ±  0%         ~ (p=0.485 n=6)
Query/sum_by_(l)(nh_100),_instant_query/Prometheus-8                                                                     1.033Mi ±  0%    1.032Mi ±  0%    -0.07% (p=0.009 n=6)
Query/sum_by_(l)(nh_100),_range_query_with_100_steps/Mimir-8                                                             5.967Mi ±  0%    5.968Mi ±  0%         ~ (p=0.240 n=6)
Query/sum_by_(l)(nh_100),_range_query_with_100_steps/Prometheus-8                                                        8.431Mi ±  0%    8.432Mi ±  0%         ~ (p=0.699 n=6)
Query/sum_by_(l)(nh_100),_range_query_with_1000_steps/Mimir-8                                                            50.77Mi ±  0%    50.78Mi ±  0%         ~ (p=0.485 n=6)
Query/sum_by_(l)(nh_100),_range_query_with_1000_steps/Prometheus-8                                                       75.22Mi ±  0%    75.21Mi ±  0%         ~ (p=0.699 n=6)
Query/sum_by_(l)(nh_2000),_instant_query/Mimir-8                                                                         19.00Mi ±  0%    19.02Mi ±  0%         ~ (p=0.180 n=6)
Query/sum_by_(l)(nh_2000),_instant_query/Prometheus-8                                                                    20.13Mi ±  0%    20.15Mi ±  0%         ~ (p=0.093 n=6)
Query/sum_by_(l)(nh_2000),_range_query_with_100_steps/Mimir-8                                                            120.3Mi ±  0%    120.1Mi ±  0%         ~ (p=0.093 n=6)
Query/sum_by_(l)(nh_2000),_range_query_with_100_steps/Prometheus-8                                                       169.2Mi ±  1%    169.4Mi ±  1%         ~ (p=0.132 n=6)
Query/sum_by_(l)(nh_2000),_range_query_with_1000_steps/Mimir-8                                                           1.020Gi ±  0%    1.020Gi ±  0%         ~ (p=0.240 n=6)
Query/sum_by_(l)(nh_2000),_range_query_with_1000_steps/Prometheus-8                                                      1.524Gi ±  0%    1.524Gi ±  0%         ~ (p=0.937 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_instant_query/Mimir-8                                                               42.43Ki ±  0%    42.53Ki ±  0%    +0.23% (p=0.002 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_instant_query/Prometheus-8                                                          50.06Ki ±  0%    50.06Ki ±  0%         ~ (p=0.699 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_100_steps/Mimir-8                                                  43.29Ki ±  0%    45.43Ki ±  0%    +4.94% (p=0.002 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_100_steps/Prometheus-8                                             56.04Ki ±  0%    56.05Ki ±  0%         ~ (p=0.900 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_1000_steps/Mimir-8                                                 52.85Ki ±  0%    69.30Ki ±  0%   +31.14% (p=0.002 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_1000_steps/Prometheus-8                                            108.6Ki ±  0%    108.7Ki ±  0%         ~ (p=0.818 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_instant_query/Mimir-8                                                           252.1Ki ±  0%    253.8Ki ±  0%    +0.69% (p=0.002 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_instant_query/Prometheus-8                                                      398.0Ki ±  0%    398.1Ki ±  0%         ~ (p=0.394 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_100_steps/Mimir-8                                              340.3Ki ±  0%    542.7Ki ±  0%   +59.47% (p=0.002 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_100_steps/Prometheus-8                                         579.9Ki ±  1%    578.9Ki ±  0%         ~ (p=0.310 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_1000_steps/Mimir-8                                             1.267Mi ±  0%    2.841Mi ±  0%  +124.27% (p=0.002 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_1000_steps/Prometheus-8                                        2.338Mi ±  0%    2.342Mi ±  1%         ~ (p=0.485 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_instant_query/Mimir-8                                                         4.220Mi ±  0%    4.259Mi ±  0%    +0.92% (p=0.002 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_instant_query/Prometheus-8                                                    7.355Mi ±  0%    7.355Mi ±  0%         ~ (p=0.818 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_100_steps/Mimir-8                                            6.061Mi ±  1%   10.009Mi ±  1%   +65.14% (p=0.002 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_100_steps/Prometheus-8                                       9.033Mi ±  0%    9.015Mi ±  1%         ~ (p=0.132 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_1000_steps/Mimir-8                                           25.31Mi ±  4%    56.33Mi ±  1%  +122.53% (p=0.002 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_1000_steps/Prometheus-8                                      122.9Mi ±  0%    122.9Mi ±  1%         ~ (p=0.699 n=6)
Query/sum(a_1_+_b_1),_instant_query/Mimir-8                                                                              42.79Ki ±  0%    42.89Ki ±  0%    +0.22% (p=0.002 n=6)
Query/sum(a_1_+_b_1),_instant_query/Prometheus-8                                                                         47.42Ki ±  0%    47.40Ki ±  1%         ~ (p=0.699 n=6)
Query/sum(a_1_+_b_1),_range_query_with_100_steps/Mimir-8                                                                 43.93Ki ±  0%    46.07Ki ±  0%    +4.87% (p=0.002 n=6)
Query/sum(a_1_+_b_1),_range_query_with_100_steps/Prometheus-8                                                            53.66Ki ±  0%    53.70Ki ±  1%         ~ (p=0.394 n=6)
Query/sum(a_1_+_b_1),_range_query_with_1000_steps/Mimir-8                                                                53.24Ki ±  0%    69.69Ki ±  1%   +30.89% (p=0.002 n=6)
Query/sum(a_1_+_b_1),_range_query_with_1000_steps/Prometheus-8                                                           105.8Ki ±  0%    105.7Ki ±  0%         ~ (p=0.485 n=6)
Query/sum(a_100_+_b_100),_instant_query/Mimir-8                                                                          343.8Ki ±  0%    345.3Ki ±  0%    +0.46% (p=0.002 n=6)
Query/sum(a_100_+_b_100),_instant_query/Prometheus-8                                                                     446.1Ki ±  0%    445.9Ki ±  0%         ~ (p=0.818 n=6)
Query/sum(a_100_+_b_100),_range_query_with_100_steps/Mimir-8                                                             455.9Ki ±  0%    657.6Ki ±  0%   +44.27% (p=0.002 n=6)
Query/sum(a_100_+_b_100),_range_query_with_100_steps/Prometheus-8                                                        654.6Ki ±  0%    655.4Ki ±  0%         ~ (p=0.394 n=6)
Query/sum(a_100_+_b_100),_range_query_with_1000_steps/Mimir-8                                                            1.329Mi ±  0%    2.906Mi ±  0%  +118.57% (p=0.002 n=6)
Query/sum(a_100_+_b_100),_range_query_with_1000_steps/Prometheus-8                                                       2.368Mi ±  0%    2.360Mi ±  0%    -0.32% (p=0.026 n=6)
Query/sum(a_2000_+_b_2000),_instant_query/Mimir-8                                                                        6.002Mi ±  0%    6.046Mi ±  0%    +0.74% (p=0.002 n=6)
Query/sum(a_2000_+_b_2000),_instant_query/Prometheus-8                                                                   8.345Mi ±  0%    8.341Mi ±  0%         ~ (p=0.394 n=6)
Query/sum(a_2000_+_b_2000),_range_query_with_100_steps/Mimir-8                                                           8.135Mi ±  0%   12.017Mi ±  0%   +47.73% (p=0.002 n=6)
Query/sum(a_2000_+_b_2000),_range_query_with_100_steps/Prometheus-8                                                      10.54Mi ±  1%    10.55Mi ±  1%         ~ (p=0.310 n=6)
Query/sum(a_2000_+_b_2000),_range_query_with_1000_steps/Mimir-8                                                          25.59Mi ±  1%    58.72Mi ±  1%  +129.44% (p=0.002 n=6)
Query/sum(a_2000_+_b_2000),_range_query_with_1000_steps/Prometheus-8                                                     123.4Mi ±  0%    123.6Mi ±  0%         ~ (p=0.310 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_instant_query/Mimir-8                                                                  28.70Ki ±  0%    28.67Ki ±  0%         ~ (p=0.093 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_instant_query/Prometheus-8                                                             34.64Ki ±  0%    34.63Ki ±  0%         ~ (p=0.457 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_100_steps/Mimir-8                                                     31.28Ki ±  0%    31.29Ki ±  0%         ~ (p=0.485 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_100_steps/Prometheus-8                                                37.12Ki ±  0%    37.13Ki ±  0%         ~ (p=0.310 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_1000_steps/Mimir-8                                                    60.20Ki ±  1%    60.16Ki ±  0%         ~ (p=0.818 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_1000_steps/Prometheus-8                                               65.94Ki ±  0%    65.94Ki ±  0%         ~ (p=0.699 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_instant_query/Mimir-8                                                                667.8Ki ±  0%    667.4Ki ±  0%         ~ (p=0.240 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_instant_query/Prometheus-8                                                           937.1Ki ±  0%    937.9Ki ±  0%         ~ (p=0.485 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_100_steps/Mimir-8                                                   932.4Ki ±  0%    933.9Ki ±  0%         ~ (p=0.180 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_100_steps/Prometheus-8                                              1.175Mi ±  0%    1.174Mi ±  0%         ~ (p=1.000 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_1000_steps/Mimir-8                                                  3.695Mi ±  0%    3.706Mi ±  1%         ~ (p=0.310 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_1000_steps/Prometheus-8                                             3.995Mi ±  1%    3.998Mi ±  0%         ~ (p=0.699 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_instant_query/Mimir-8                                                               14.08Mi ±  0%    14.04Mi ±  1%         ~ (p=0.240 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_instant_query/Prometheus-8                                                          19.40Mi ±  0%    19.39Mi ±  0%         ~ (p=0.818 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_100_steps/Mimir-8                                                  19.29Mi ±  0%    19.29Mi ±  0%         ~ (p=0.937 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_100_steps/Prometheus-8                                             24.31Mi ±  0%    24.29Mi ±  0%         ~ (p=0.093 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_1000_steps/Mimir-8                                                 75.54Mi ±  0%    75.62Mi ±  0%         ~ (p=0.394 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_1000_steps/Prometheus-8                                            267.9Mi ±  0%    267.9Mi ±  0%         ~ (p=1.000 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_instant_query/Mimir-8                                                              23.79Ki ±  1%    23.82Ki ±  0%         ~ (p=0.331 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_instant_query/Prometheus-8                                                         26.15Ki ±  0%    26.14Ki ±  0%         ~ (p=0.563 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_range_query_with_100_steps/Mimir-8                                                 24.25Ki ±  0%    24.26Ki ±  0%         ~ (p=0.853 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_range_query_with_100_steps/Prometheus-8                                            27.10Ki ±  0%    27.10Ki ±  0%         ~ (p=1.000 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_range_query_with_1000_steps/Mimir-8                                                29.21Ki ±  1%    29.18Ki ±  1%         ~ (p=0.788 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_range_query_with_1000_steps/Prometheus-8                                           32.08Ki ±  1%    32.11Ki ±  0%         ~ (p=0.485 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_instant_query/Mimir-8                                                            119.5Ki ±  0%    119.4Ki ±  0%         ~ (p=0.093 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_instant_query/Prometheus-8                                                       161.3Ki ±  0%    161.3Ki ±  0%         ~ (p=1.000 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_range_query_with_100_steps/Mimir-8                                               162.8Ki ±  0%    162.9Ki ±  0%         ~ (p=0.240 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_range_query_with_100_steps/Prometheus-8                                          204.2Ki ±  0%    204.4Ki ±  0%         ~ (p=0.240 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_range_query_with_1000_steps/Mimir-8                                              644.4Ki ±  1%    644.9Ki ±  1%         ~ (p=0.132 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_range_query_with_1000_steps/Prometheus-8                                         685.5Ki ±  1%    685.4Ki ±  0%         ~ (p=0.937 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_instant_query/Mimir-8                                                           1.864Mi ±  0%    1.864Mi ±  0%         ~ (p=1.000 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_instant_query/Prometheus-8                                                      2.710Mi ±  0%    2.710Mi ±  0%         ~ (p=1.000 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_range_query_with_100_steps/Mimir-8                                              2.727Mi ±  0%    2.724Mi ±  0%         ~ (p=0.065 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_range_query_with_100_steps/Prometheus-8                                         3.564Mi ±  0%    3.560Mi ±  0%         ~ (p=0.699 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_range_query_with_1000_steps/Mimir-8                                             11.96Mi ±  1%    12.02Mi ±  1%         ~ (p=0.310 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_range_query_with_1000_steps/Prometheus-8                                        12.63Mi ± 56%    12.63Mi ±  2%         ~ (p=0.818 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_instant_query/Mimir-8                             46.20Ki ±  0%    46.31Ki ±  0%    +0.24% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_instant_query/Prometheus-8                        54.39Ki ±  0%    54.36Ki ±  0%         ~ (p=0.394 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_range_query_with_100_steps/Mimir-8                47.03Ki ±  0%    49.27Ki ±  0%    +4.76% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_range_query_with_100_steps/Prometheus-8           59.99Ki ±  0%    60.02Ki ±  0%         ~ (p=0.058 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_range_query_with_1000_steps/Mimir-8               56.75Ki ±  1%    73.32Ki ±  0%   +29.21% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_range_query_with_1000_steps/Prometheus-8          112.7Ki ±  0%    112.6Ki ±  0%         ~ (p=0.937 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_instant_query/Mimir-8                         237.4Ki ±  0%    237.6Ki ±  0%    +0.09% (p=0.026 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_instant_query/Prometheus-8                    324.1Ki ±  0%    324.0Ki ±  0%         ~ (p=0.485 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_range_query_with_100_steps/Mimir-8            325.0Ki ±  0%    326.6Ki ±  0%    +0.48% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_range_query_with_100_steps/Prometheus-8       415.5Ki ±  0%    415.5Ki ±  0%         ~ (p=0.937 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_range_query_with_1000_steps/Mimir-8           1.257Mi ±  0%    1.272Mi ±  0%    +1.24% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_range_query_with_1000_steps/Prometheus-8      1.384Mi ±  0%    1.382Mi ±  1%         ~ (p=0.394 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_instant_query/Mimir-8                       3.722Mi ±  0%    3.723Mi ±  0%         ~ (p=0.699 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_instant_query/Prometheus-8                  5.405Mi ±  0%    5.405Mi ±  0%         ~ (p=0.937 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_range_query_with_100_steps/Mimir-8          5.456Mi ±  0%    5.453Mi ±  0%         ~ (p=0.485 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_range_query_with_100_steps/Prometheus-8     7.146Mi ±  1%    7.127Mi ±  1%         ~ (p=0.589 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_range_query_with_1000_steps/Mimir-8         24.54Mi ±  3%    24.46Mi ±  2%         ~ (p=0.937 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_range_query_with_1000_steps/Prometheus-8    58.70Mi ±  1%    58.37Mi ± 55%         ~ (p=0.065 n=6)
geomean                                                                                                                  1.736Mi          1.802Mi          +3.80%

                                                                                                                      │  main.txt   │              binops.txt               │
                                                                                                                      │  allocs/op  │  allocs/op   vs base                  │
Query/a_1,_instant_query/Mimir-8                                                                                         377.0 ± 0%    377.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/a_1,_instant_query/Prometheus-8                                                                                    392.0 ± 0%    392.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/a_1,_range_query_with_100_steps/Mimir-8                                                                            382.0 ± 0%    382.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/a_1,_range_query_with_100_steps/Prometheus-8                                                                       402.0 ± 0%    402.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/a_1,_range_query_with_1000_steps/Mimir-8                                                                           414.0 ± 0%    414.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/a_1,_range_query_with_1000_steps/Prometheus-8                                                                      434.0 ± 0%    434.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/a_100,_instant_query/Mimir-8                                                                                      2.288k ± 0%   2.288k ± 0%        ~ (p=1.000 n=6)
Query/a_100,_instant_query/Prometheus-8                                                                                 2.309k ± 0%   2.309k ± 0%        ~ (p=1.000 n=6)
Query/a_100,_range_query_with_100_steps/Mimir-8                                                                         2.695k ± 0%   2.695k ± 0%        ~ (p=1.000 n=6)
Query/a_100,_range_query_with_100_steps/Prometheus-8                                                                    2.721k ± 0%   2.721k ± 0%        ~ (p=1.000 n=6)
Query/a_100,_range_query_with_1000_steps/Mimir-8                                                                        5.904k ± 0%   5.904k ± 0%        ~ (p=0.972 n=6)
Query/a_100,_range_query_with_1000_steps/Prometheus-8                                                                   5.929k ± 0%   5.926k ± 0%   -0.05% (p=0.028 n=6)
Query/a_2000,_instant_query/Mimir-8                                                                                     38.79k ± 0%   38.79k ± 0%        ~ (p=0.325 n=6)
Query/a_2000,_instant_query/Prometheus-8                                                                                38.84k ± 0%   38.84k ± 0%        ~ (p=0.368 n=6)
Query/a_2000,_range_query_with_100_steps/Mimir-8                                                                        46.86k ± 0%   46.86k ± 0%        ~ (p=0.853 n=6)
Query/a_2000,_range_query_with_100_steps/Prometheus-8                                                                   46.88k ± 0%   46.89k ± 0%        ~ (p=0.485 n=6)
Query/a_2000,_range_query_with_1000_steps/Mimir-8                                                                       110.9k ± 0%   110.9k ± 0%        ~ (p=0.660 n=6)
Query/a_2000,_range_query_with_1000_steps/Prometheus-8                                                                  111.0k ± 0%   111.0k ± 0%        ~ (p=0.132 n=6)
Query/nh_1,_instant_query/Mimir-8                                                                                        641.0 ± 0%    641.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/nh_1_+_nh_1,_instant_query/Mimir-8                                                                                1.266k ± 0%   1.271k ± 0%   +0.39% (p=0.000 n=12)
Query/nh_1,_instant_query/Prometheus-8                                                                                   656.0 ± 0%    656.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/nh_1_+_nh_1,_instant_query/Prometheus-8                                                                           1.319k ± 0%   1.319k ± 0%        ~ (p=1.000 n=12)
Query/nh_1,_range_query_with_100_steps/Mimir-8                                                                          1.715k ± 0%   1.715k ± 0%        ~ (p=1.000 n=6)
Query/nh_1_+_nh_1,_range_query_with_100_steps/Mimir-8                                                                   3.412k ± 0%   3.917k ± 0%  +14.80% (p=0.000 n=12)
Query/nh_1,_range_query_with_100_steps/Prometheus-8                                                                     1.734k ± 0%   1.734k ± 0%        ~ (p=1.000 n=6)
Query/nh_1_+_nh_1,_range_query_with_100_steps/Prometheus-8                                                              4.168k ± 0%   4.168k ± 0%        ~ (p=1.000 n=12)
Query/nh_1,_range_query_with_1000_steps/Mimir-8                                                                         10.79k ± 0%   10.79k ± 0%        ~ (p=1.000 n=6)  ¹
Query/nh_1_+_nh_1,_range_query_with_1000_steps/Mimir-8                                                                  21.57k ± 0%   26.57k ± 0%  +23.21% (p=0.000 n=12)
Query/nh_1,_range_query_with_1000_steps/Prometheus-8                                                                    10.81k ± 0%   10.81k ± 0%        ~ (p=1.000 n=6)
Query/nh_1_+_nh_1,_range_query_with_1000_steps/Prometheus-8                                                             28.62k ± 0%   28.62k ± 0%        ~ (p=0.293 n=12)
Query/nh_100,_instant_query/Mimir-8                                                                                     18.80k ± 0%   18.80k ± 0%        ~ (p=0.182 n=6)
Query/nh_100_+_nh_100,_instant_query/Mimir-8                                                                            38.60k ± 0%   39.00k ± 0%   +1.05% (p=0.000 n=12)
Query/nh_100,_instant_query/Prometheus-8                                                                                18.83k ± 0%   18.83k ± 0%        ~ (p=1.000 n=6)
Query/nh_100_+_nh_100,_instant_query/Prometheus-8                                                                       38.78k ± 0%   38.78k ± 0%        ~ (p=0.725 n=12)
Query/nh_100,_range_query_with_100_steps/Mimir-8                                                                        119.7k ± 0%   119.7k ± 0%        ~ (p=0.509 n=6)
Query/nh_100_+_nh_100,_range_query_with_100_steps/Mimir-8                                                               240.5k ± 0%   290.9k ± 0%  +20.96% (p=0.000 n=12)
Query/nh_100,_range_query_with_100_steps/Prometheus-8                                                                   119.7k ± 0%   119.7k ± 0%        ~ (p=0.896 n=6)
Query/nh_100_+_nh_100,_range_query_with_100_steps/Prometheus-8                                                          290.8k ± 0%   290.8k ± 0%        ~ (p=0.521 n=12)
Query/nh_100,_range_query_with_1000_steps/Mimir-8                                                                       1.027M ± 0%   1.027M ± 0%        ~ (p=0.082 n=6)
Query/nh_100_+_nh_100,_range_query_with_1000_steps/Mimir-8                                                              2.056M ± 0%   2.556M ± 0%  +24.33% (p=0.000 n=12)
Query/nh_100,_range_query_with_1000_steps/Prometheus-8                                                                  1.027M ± 0%   1.027M ± 0%        ~ (p=0.621 n=6)
Query/nh_100_+_nh_100,_range_query_with_1000_steps/Prometheus-8                                                         2.559M ± 0%   2.559M ± 0%        ~ (p=0.766 n=12)
Query/nh_2000,_instant_query/Mimir-8                                                                                    367.0k ± 0%   367.1k ± 0%        ~ (p=0.513 n=6)
Query/nh_2000_+_nh_2000,_instant_query/Mimir-8                                                                          754.3k ± 0%   762.3k ± 0%   +1.06% (p=0.000 n=12)
Query/nh_2000,_instant_query/Prometheus-8                                                                               367.7k ± 0%   367.6k ± 0%        ~ (p=0.818 n=6)
Query/nh_2000_+_nh_2000,_instant_query/Prometheus-8                                                                     758.6k ± 0%   758.5k ± 0%        ~ (p=0.319 n=12)
Query/nh_2000,_range_query_with_100_steps/Mimir-8                                                                       2.385M ± 0%   2.385M ± 0%        ~ (p=0.485 n=6)
Query/nh_2000_+_nh_2000,_range_query_with_100_steps/Mimir-8                                                             4.788M ± 0%   5.798M ± 0%  +21.09% (p=0.000 n=12)
Query/nh_2000,_range_query_with_100_steps/Prometheus-8                                                                  2.385M ± 0%   2.385M ± 0%        ~ (p=0.485 n=6)
Query/nh_2000_+_nh_2000,_range_query_with_100_steps/Prometheus-8                                                        5.794M ± 0%   5.794M ± 0%        ~ (p=0.319 n=12)
Query/nh_2000,_range_query_with_1000_steps/Mimir-8                                                                      20.53M ± 0%   20.53M ± 0%        ~ (p=0.818 n=6)
Query/nh_2000_+_nh_2000,_range_query_with_1000_steps/Mimir-8                                                            41.09M ± 0%   51.09M ± 0%  +24.35% (p=0.000 n=12)
Query/nh_2000,_range_query_with_1000_steps/Prometheus-8                                                                 20.53M ± 0%   20.53M ± 0%        ~ (p=0.818 n=6)
Query/nh_2000_+_nh_2000,_range_query_with_1000_steps/Prometheus-8                                                       51.09M ± 0%   51.09M ± 0%        ~ (p=0.551 n=12)
Query/a_1[1m],_instant_query/Mimir-8                                                                                     379.0 ± 0%    379.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/a_1[1m],_instant_query/Prometheus-8                                                                                411.0 ± 0%    411.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/a_100[1m],_instant_query/Mimir-8                                                                                  1.888k ± 0%   1.888k ± 0%        ~ (p=1.000 n=6)
Query/a_100[1m],_instant_query/Prometheus-8                                                                             1.934k ± 0%   1.934k ± 0%        ~ (p=1.000 n=6)  ¹
Query/a_2000[1m],_instant_query/Mimir-8                                                                                 30.78k ± 0%   30.77k ± 0%        ~ (p=0.853 n=6)
Query/a_2000[1m],_instant_query/Prometheus-8                                                                            30.83k ± 0%   30.83k ± 0%        ~ (p=0.584 n=6)
Query/rate(a_1[1m]),_instant_query/Mimir-8                                                                               388.0 ± 0%    388.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/rate(a_1[1m]),_instant_query/Prometheus-8                                                                          436.0 ± 0%    436.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/rate(a_1[1m]),_range_query_with_100_steps/Mimir-8                                                                  393.0 ± 0%    393.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/rate(a_1[1m]),_range_query_with_100_steps/Prometheus-8                                                             446.0 ± 0%    446.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/rate(a_1[1m]),_range_query_with_1000_steps/Mimir-8                                                                 426.0 ± 0%    426.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/rate(a_1[1m]),_range_query_with_1000_steps/Prometheus-8                                                            479.0 ± 0%    479.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/rate(a_100[1m]),_instant_query/Mimir-8                                                                            1.897k ± 0%   1.897k ± 0%        ~ (p=1.000 n=6)
Query/rate(a_100[1m]),_instant_query/Prometheus-8                                                                       2.356k ± 0%   2.356k ± 0%        ~ (p=1.000 n=6)  ¹
Query/rate(a_100[1m]),_range_query_with_100_steps/Mimir-8                                                               2.304k ± 0%   2.304k ± 0%        ~ (p=1.000 n=6)
Query/rate(a_100[1m]),_range_query_with_100_steps/Prometheus-8                                                          2.767k ± 0%   2.767k ± 0%        ~ (p=1.000 n=6)
Query/rate(a_100[1m]),_range_query_with_1000_steps/Mimir-8                                                              5.619k ± 0%   5.619k ± 0%        ~ (p=0.426 n=6)
Query/rate(a_100[1m]),_range_query_with_1000_steps/Prometheus-8                                                         6.083k ± 0%   6.084k ± 0%        ~ (p=0.374 n=6)
Query/rate(a_2000[1m]),_instant_query/Mimir-8                                                                           30.77k ± 0%   30.76k ± 0%        ~ (p=0.331 n=6)
Query/rate(a_2000[1m]),_instant_query/Prometheus-8                                                                      38.85k ± 0%   38.86k ± 0%        ~ (p=0.255 n=6)
Query/rate(a_2000[1m]),_range_query_with_100_steps/Mimir-8                                                              38.83k ± 0%   38.83k ± 0%        ~ (p=0.366 n=6)
Query/rate(a_2000[1m]),_range_query_with_100_steps/Prometheus-8                                                         46.91k ± 0%   46.91k ± 0%        ~ (p=0.907 n=6)
Query/rate(a_2000[1m]),_range_query_with_1000_steps/Mimir-8                                                             105.0k ± 0%   105.0k ± 0%   -0.02% (p=0.004 n=6)
Query/rate(a_2000[1m]),_range_query_with_1000_steps/Prometheus-8                                                        113.0k ± 0%   113.0k ± 0%        ~ (p=0.084 n=6)
Query/rate(a_1[1m]),_range_query_with_10000_steps/Mimir-8                                                                735.0 ± 0%    735.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/rate(a_1[1m]),_range_query_with_10000_steps/Prometheus-8                                                           788.0 ± 0%    788.0 ± 0%        ~ (p=1.000 n=6)
Query/rate(a_100[1m]),_range_query_with_10000_steps/Mimir-8                                                             36.01k ± 0%   36.01k ± 0%        ~ (p=0.851 n=6)
Query/rate(a_100[1m]),_range_query_with_10000_steps/Prometheus-8                                                        36.45k ± 0%   36.45k ± 0%        ~ (p=1.000 n=6)
Query/rate(a_2000[1m]),_range_query_with_10000_steps/Mimir-8                                                            718.0k ± 0%   718.0k ± 0%        ~ (p=0.556 n=6)
Query/rate(a_2000[1m]),_range_query_with_10000_steps/Prometheus-8                                                       732.2k ± 0%   732.2k ± 0%        ~ (p=0.240 n=6)
Query/rate(nh_1[1m]),_instant_query/Mimir-8                                                                              460.0 ± 0%    460.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/rate(nh_1[1m]),_instant_query/Prometheus-8                                                                         509.0 ± 0%    509.0 ± 0%        ~ (p=1.000 n=6)
Query/rate(nh_1[1m]),_range_query_with_100_steps/Mimir-8                                                                1.089k ± 0%   1.089k ± 0%        ~ (p=1.000 n=6)
Query/rate(nh_1[1m]),_range_query_with_100_steps/Prometheus-8                                                           1.306k ± 0%   1.306k ± 0%        ~ (p=1.000 n=6)  ¹
Query/rate(nh_1[1m]),_range_query_with_1000_steps/Mimir-8                                                               5.668k ± 0%   5.668k ± 0%        ~ (p=1.000 n=6)
Query/rate(nh_1[1m]),_range_query_with_1000_steps/Prometheus-8                                                          6.785k ± 0%   6.785k ± 0%        ~ (p=0.273 n=6)
Query/rate(nh_100[1m]),_instant_query/Mimir-8                                                                           2.860k ± 0%   2.861k ± 0%        ~ (p=0.182 n=6)
Query/rate(nh_100[1m]),_instant_query/Prometheus-8                                                                      3.525k ± 0%   3.525k ± 0%        ~ (p=1.000 n=6)
Query/rate(nh_100[1m]),_range_query_with_100_steps/Mimir-8                                                              53.83k ± 0%   53.83k ± 0%   +0.00% (p=0.032 n=6)
Query/rate(nh_100[1m]),_range_query_with_100_steps/Prometheus-8                                                         64.56k ± 0%   64.56k ± 0%        ~ (p=0.292 n=6)
Query/rate(nh_100[1m]),_range_query_with_1000_steps/Mimir-8                                                             511.2k ± 0%   511.2k ± 0%        ~ (p=0.335 n=6)
Query/rate(nh_100[1m]),_range_query_with_1000_steps/Prometheus-8                                                        611.9k ± 0%   611.9k ± 0%        ~ (p=0.165 n=6)
Query/rate(nh_2000[1m]),_instant_query/Mimir-8                                                                          48.84k ± 0%   48.84k ± 0%        ~ (p=0.297 n=6)
Query/rate(nh_2000[1m]),_instant_query/Prometheus-8                                                                     60.96k ± 0%   60.95k ± 0%        ~ (p=0.468 n=6)
Query/rate(nh_2000[1m]),_range_query_with_100_steps/Mimir-8                                                             1.065M ± 0%   1.065M ± 0%        ~ (p=0.141 n=6)
Query/rate(nh_2000[1m]),_range_query_with_100_steps/Prometheus-8                                                        1.277M ± 0%   1.277M ± 0%        ~ (p=0.225 n=6)
Query/rate(nh_2000[1m]),_range_query_with_1000_steps/Mimir-8                                                            10.22M ± 0%   10.22M ± 0%        ~ (p=0.937 n=6)
Query/rate(nh_2000[1m]),_range_query_with_1000_steps/Prometheus-8                                                       12.23M ± 0%   12.23M ± 0%        ~ (p=0.485 n=6)
Query/rate(nh_1[1m]),_range_query_with_10000_steps/Mimir-8                                                              51.39k ± 0%   51.39k ± 0%        ~ (p=1.000 n=6)
Query/rate(nh_1[1m]),_range_query_with_10000_steps/Prometheus-8                                                         61.51k ± 0%   61.52k ± 0%        ~ (p=0.080 n=6)
Query/rate(nh_100[1m]),_range_query_with_10000_steps/Mimir-8                                                            5.084M ± 0%   5.084M ± 0%        ~ (p=1.000 n=6)
Query/rate(nh_100[1m]),_range_query_with_10000_steps/Prometheus-8                                                       6.085M ± 0%   6.085M ± 0%        ~ (p=0.394 n=6)
Query/rate(nh_2000[1m]),_range_query_with_10000_steps/Mimir-8                                                           101.6M ± 0%   101.6M ± 0%        ~ (p=0.240 n=6)
Query/rate(nh_2000[1m]),_range_query_with_10000_steps/Prometheus-8                                                      121.6M ± 0%   121.6M ± 0%        ~ (p=0.937 n=6)
Query/rate(a_1[1d]),_instant_query/Mimir-8                                                                               688.0 ± 0%    688.0 ± 0%        ~ (p=1.000 n=6)
Query/rate(a_1[1d]),_instant_query/Prometheus-8                                                                          750.0 ± 0%    750.0 ± 0%        ~ (p=0.152 n=6)
Query/rate(a_1[1d]),_range_query_with_100_steps/Mimir-8                                                                  691.0 ± 0%    691.0 ± 0%        ~ (p=0.455 n=6)
Query/rate(a_1[1d]),_range_query_with_100_steps/Prometheus-8                                                             758.0 ± 0%    758.5 ± 0%        ~ (p=0.545 n=6)
Query/rate(a_1[1d]),_range_query_with_1000_steps/Mimir-8                                                                 722.5 ± 0%    721.0 ± 0%        ~ (p=0.199 n=6)
Query/rate(a_1[1d]),_range_query_with_1000_steps/Prometheus-8                                                            789.5 ± 0%    789.0 ± 0%        ~ (p=0.883 n=6)
Query/rate(a_100[1d]),_instant_query/Mimir-8                                                                            31.80k ± 0%   31.82k ± 0%   +0.05% (p=0.004 n=6)
Query/rate(a_100[1d]),_instant_query/Prometheus-8                                                                       32.32k ± 0%   32.30k ± 0%        ~ (p=0.225 n=6)
Query/rate(a_100[1d]),_range_query_with_100_steps/Mimir-8                                                               32.14k ± 0%   32.13k ± 0%        ~ (p=0.093 n=6)
Query/rate(a_100[1d]),_range_query_with_100_steps/Prometheus-8                                                          32.59k ± 0%   32.59k ± 0%        ~ (p=0.900 n=6)
Query/rate(a_100[1d]),_range_query_with_1000_steps/Mimir-8                                                              35.21k ± 0%   35.18k ± 0%        ~ (p=0.093 n=6)
Query/rate(a_100[1d]),_range_query_with_1000_steps/Prometheus-8                                                         37.45k ± 0%   37.44k ± 0%   -0.03% (p=0.004 n=6)
Query/rate(a_2000[1d]),_instant_query/Mimir-8                                                                           629.8k ± 0%   629.8k ± 0%        ~ (p=0.965 n=6)
Query/rate(a_2000[1d]),_instant_query/Prometheus-8                                                                      641.8k ± 0%   641.8k ± 0%        ~ (p=0.180 n=6)
Query/rate(a_2000[1d]),_range_query_with_100_steps/Mimir-8                                                              639.9k ± 0%   639.8k ± 0%        ~ (p=1.000 n=6)
Query/rate(a_2000[1d]),_range_query_with_100_steps/Prometheus-8                                                         647.8k ± 0%   647.8k ± 0%        ~ (p=0.818 n=6)
Query/rate(a_2000[1d]),_range_query_with_1000_steps/Mimir-8                                                             700.1k ± 0%   700.1k ± 0%        ~ (p=0.258 n=6)
Query/rate(a_2000[1d]),_range_query_with_1000_steps/Prometheus-8                                                        708.2k ± 0%   708.2k ± 0%        ~ (p=0.818 n=6)
Query/rate(nh_1[1h]),_instant_query/Mimir-8                                                                             1.887k ± 0%   1.887k ± 0%        ~ (p=0.736 n=6)
Query/rate(nh_1[1h]),_instant_query/Prometheus-8                                                                        2.505k ± 1%   2.511k ± 1%        ~ (p=0.160 n=6)
Query/rate(nh_1[1h]),_range_query_with_100_steps/Mimir-8                                                                2.227k ± 0%   2.227k ± 1%        ~ (p=0.942 n=6)
Query/rate(nh_1[1h]),_range_query_with_100_steps/Prometheus-8                                                           3.643k ± 0%   3.644k ± 0%        ~ (p=0.667 n=6)
Query/rate(nh_1[1h]),_range_query_with_1000_steps/Mimir-8                                                               7.038k ± 0%   7.048k ± 1%        ~ (p=0.413 n=6)
Query/rate(nh_1[1h]),_range_query_with_1000_steps/Prometheus-8                                                          9.450k ± 1%   9.473k ± 0%        ~ (p=0.394 n=6)
Query/rate(nh_100[1h]),_instant_query/Mimir-8                                                                           7.433k ± 1%   7.432k ± 0%        ~ (p=0.905 n=6)
Query/rate(nh_100[1h]),_instant_query/Prometheus-8                                                                      8.886k ± 1%   8.934k ± 3%        ~ (p=0.485 n=6)
Query/rate(nh_100[1h]),_range_query_with_100_steps/Mimir-8                                                              58.35k ± 0%   58.32k ± 0%        ~ (p=0.937 n=6)
Query/rate(nh_100[1h]),_range_query_with_100_steps/Prometheus-8                                                         70.92k ± 0%   70.68k ± 0%        ~ (p=0.093 n=6)
Query/rate(nh_100[1h]),_range_query_with_1000_steps/Mimir-8                                                             516.6k ± 0%   516.1k ± 0%        ~ (p=0.288 n=6)
Query/rate(nh_100[1h]),_range_query_with_1000_steps/Prometheus-8                                                        619.0k ± 0%   619.0k ± 0%        ~ (p=0.818 n=6)
Query/rate(nh_2000[1h]),_instant_query/Mimir-8                                                                          112.8k ± 0%   112.6k ± 0%        ~ (p=0.162 n=6)
Query/rate(nh_2000[1h]),_instant_query/Prometheus-8                                                                     126.2k ± 1%   126.2k ± 1%        ~ (p=0.937 n=6)
Query/rate(nh_2000[1h]),_range_query_with_100_steps/Mimir-8                                                             1.127M ± 0%   1.127M ± 0%        ~ (p=0.485 n=6)
Query/rate(nh_2000[1h]),_range_query_with_100_steps/Prometheus-8                                                        1.347M ± 0%   1.347M ± 0%        ~ (p=1.000 n=6)
Query/rate(nh_2000[1h]),_range_query_with_1000_steps/Mimir-8                                                            10.28M ± 0%   10.28M ± 0%        ~ (p=0.240 n=6)
Query/rate(nh_2000[1h]),_range_query_with_1000_steps/Prometheus-8                                                       12.29M ± 0%   12.29M ± 0%        ~ (p=1.000 n=6)
Query/a_1_-_b_1,_instant_query/Mimir-8                                                                                   736.0 ± 0%    737.0 ± 0%   +0.14% (p=0.002 n=6)
Query/a_1_-_b_1,_instant_query/Prometheus-8                                                                              786.0 ± 0%    786.0 ± 0%        ~ (p=1.000 n=6)
Query/a_1_-_b_1,_range_query_with_100_steps/Mimir-8                                                                      745.0 ± 0%    746.0 ± 0%   +0.13% (p=0.002 n=6)
Query/a_1_-_b_1,_range_query_with_100_steps/Prometheus-8                                                                 999.0 ± 0%    999.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/a_1_-_b_1,_range_query_with_1000_steps/Mimir-8                                                                     809.0 ± 0%    810.0 ± 0%   +0.12% (p=0.002 n=6)
Query/a_1_-_b_1,_range_query_with_1000_steps/Prometheus-8                                                               2.863k ± 0%   2.863k ± 0%        ~ (p=1.000 n=6)
Query/a_100_-_b_100,_instant_query/Mimir-8                                                                              5.356k ± 0%   5.457k ± 0%   +1.89% (p=0.002 n=6)
Query/a_100_-_b_100,_instant_query/Prometheus-8                                                                         5.248k ± 0%   5.248k ± 0%        ~ (p=1.000 n=6)
Query/a_100_-_b_100,_range_query_with_100_steps/Mimir-8                                                                 6.172k ± 0%   6.275k ± 0%   +1.67% (p=0.002 n=6)
Query/a_100_-_b_100,_range_query_with_100_steps/Prometheus-8                                                            6.270k ± 0%   6.270k ± 0%        ~ (p=0.706 n=6)
Query/a_100_-_b_100,_range_query_with_1000_steps/Mimir-8                                                                12.59k ± 0%   12.70k ± 0%   +0.90% (p=0.002 n=6)
Query/a_100_-_b_100,_range_query_with_1000_steps/Prometheus-8                                                           16.37k ± 0%   16.36k ± 0%        ~ (p=0.288 n=6)
Query/a_2000_-_b_2000,_instant_query/Mimir-8                                                                            93.64k ± 0%   95.63k ± 0%   +2.12% (p=0.002 n=6)
Query/a_2000_-_b_2000,_instant_query/Prometheus-8                                                                       89.78k ± 0%   89.80k ± 0%        ~ (p=0.229 n=6)
Query/a_2000_-_b_2000,_range_query_with_100_steps/Mimir-8                                                               109.7k ± 0%   111.7k ± 0%   +1.81% (p=0.002 n=6)
Query/a_2000_-_b_2000,_range_query_with_100_steps/Prometheus-8                                                          102.1k ± 1%   102.0k ± 0%        ~ (p=0.699 n=6)
Query/a_2000_-_b_2000,_range_query_with_1000_steps/Mimir-8                                                              237.9k ± 0%   240.0k ± 0%   +0.90% (p=0.002 n=6)
Query/a_2000_-_b_2000,_range_query_with_1000_steps/Prometheus-8                                                         245.9k ± 0%   245.9k ± 0%        ~ (p=0.699 n=6)
Query/nh_1_/_a_1,_instant_query/Mimir-8                                                                                 1.001k ± 0%   1.005k ± 0%   +0.40% (p=0.002 n=6)
Query/nh_1_/_a_1,_instant_query/Prometheus-8                                                                            1.056k ± 0%   1.056k ± 0%        ~ (p=1.000 n=6)
Query/nh_1_/_a_1,_range_query_with_100_steps/Mimir-8                                                                    2.079k ± 0%   2.583k ± 0%  +24.24% (p=0.002 n=6)
Query/nh_1_/_a_1,_range_query_with_100_steps/Prometheus-8                                                               2.836k ± 0%   2.837k ± 0%        ~ (p=0.567 n=6)
Query/nh_1_/_a_1,_range_query_with_1000_steps/Mimir-8                                                                   11.19k ± 0%   16.20k ± 0%  +44.75% (p=0.002 n=6)
Query/nh_1_/_a_1,_range_query_with_1000_steps/Prometheus-8                                                              18.25k ± 0%   18.25k ± 0%        ~ (p=1.000 n=6)
Query/nh_100_/_a_100,_instant_query/Mimir-8                                                                             21.98k ± 0%   22.38k ± 0%   +1.83% (p=0.002 n=6)
Query/nh_100_/_a_100,_instant_query/Prometheus-8                                                                        22.27k ± 0%   22.27k ± 0%        ~ (p=0.188 n=6)
Query/nh_100_/_a_100,_range_query_with_100_steps/Mimir-8                                                                123.3k ± 0%   173.7k ± 0%  +40.90% (p=0.002 n=6)
Query/nh_100_/_a_100,_range_query_with_100_steps/Prometheus-8                                                           173.8k ± 0%   173.8k ± 0%        ~ (p=0.223 n=6)
Query/nh_100_/_a_100,_range_query_with_1000_steps/Mimir-8                                                               1.034M ± 0%   1.534M ± 0%  +48.40% (p=0.002 n=6)
Query/nh_100_/_a_100,_range_query_with_1000_steps/Prometheus-8                                                          1.538M ± 0%   1.538M ± 0%        ~ (p=0.589 n=6)
Query/nh_2000_/_a_2000,_instant_query/Mimir-8                                                                           423.9k ± 0%   431.9k ± 0%   +1.89% (p=0.002 n=6)
Query/nh_2000_/_a_2000,_instant_query/Prometheus-8                                                                      429.5k ± 0%   429.3k ± 0%        ~ (p=0.065 n=6)
Query/nh_2000_/_a_2000,_range_query_with_100_steps/Mimir-8                                                              2.449M ± 0%   3.459M ± 0%  +41.27% (p=0.002 n=6)
Query/nh_2000_/_a_2000,_range_query_with_100_steps/Prometheus-8                                                         3.454M ± 0%   3.454M ± 0%        ~ (p=0.420 n=6)
Query/nh_2000_/_a_2000,_range_query_with_1000_steps/Mimir-8                                                             20.66M ± 0%   30.67M ± 0%  +48.44% (p=0.002 n=6)
Query/nh_2000_/_a_2000,_range_query_with_1000_steps/Prometheus-8                                                        30.67M ± 0%   30.67M ± 0%        ~ (p=0.485 n=6)
Query/a_1_-_b_1,_range_query_with_10000_steps/Mimir-8                                                                   1.421k ± 0%   1.424k ± 0%   +0.25% (p=0.002 n=6)
Query/a_1_-_b_1,_range_query_with_10000_steps/Prometheus-8                                                              21.48k ± 0%   21.48k ± 0%        ~ (p=0.545 n=6)
Query/a_100_-_b_100,_range_query_with_10000_steps/Mimir-8                                                               72.70k ± 0%   72.85k ± 0%   +0.21% (p=0.002 n=6)
Query/a_100_-_b_100,_range_query_with_10000_steps/Prometheus-8                                                          113.2k ± 0%   113.2k ± 0%        ~ (p=0.699 n=6)
Query/a_2000_-_b_2000,_range_query_with_10000_steps/Mimir-8                                                             1.446M ± 0%   1.448M ± 0%   +0.15% (p=0.002 n=6)
Query/a_2000_-_b_2000,_range_query_with_10000_steps/Prometheus-8                                                        1.484M ± 0%   1.484M ± 0%        ~ (p=0.623 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_instant_query/Mimir-8                                                               4.103k ± 0%   4.153k ± 0%   +1.22% (p=0.002 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_instant_query/Prometheus-8                                                          4.090k ± 0%   4.090k ± 0%        ~ (p=1.000 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_100_steps/Mimir-8                                                  4.715k ± 0%   4.767k ± 0%   +1.10% (p=0.002 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_100_steps/Prometheus-8                                             4.933k ± 0%   4.933k ± 0%        ~ (p=0.346 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_1000_steps/Mimir-8                                                 9.535k ± 0%   9.591k ± 0%   +0.58% (p=0.002 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_1000_steps/Prometheus-8                                            13.16k ± 0%   13.16k ± 0%        ~ (p=0.385 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_instant_query/Mimir-8                                                                 58.61k ± 0%   59.61k ± 0%   +1.71% (p=0.002 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_instant_query/Prometheus-8                                                            66.57k ± 0%   66.56k ± 0%        ~ (p=0.370 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_100_steps/Mimir-8                                                    68.00k ± 0%   69.00k ± 0%   +1.47% (p=0.002 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_100_steps/Prometheus-8                                               75.80k ± 0%   75.80k ± 0%        ~ (p=0.509 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_1000_steps/Mimir-8                                                   137.3k ± 0%   138.3k ± 0%   +0.72% (p=0.002 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_1000_steps/Prometheus-8                                              173.8k ± 0%   173.8k ± 0%        ~ (p=0.818 n=6)
Query/a_2000{l="1234"}_-_b_2000,_instant_query/Mimir-8                                                                  23.31k ± 0%   23.01k ± 1%   -1.28% (p=0.015 n=6)
Query/a_2000{l="1234"}_-_b_2000,_instant_query/Prometheus-8                                                             43.29k ± 0%   43.29k ± 0%        ~ (p=0.634 n=6)
Query/a_2000{l="1234"}_-_b_2000,_range_query_with_100_steps/Mimir-8                                                     25.54k ± 7%   25.33k ± 2%        ~ (p=1.000 n=6)
Query/a_2000{l="1234"}_-_b_2000,_range_query_with_100_steps/Prometheus-8                                                49.57k ± 0%   49.57k ± 0%        ~ (p=0.699 n=6)
Query/a_2000{l="1234"}_-_b_2000,_range_query_with_1000_steps/Mimir-8                                                    34.19k ± 5%   34.26k ± 3%        ~ (p=0.699 n=6)
Query/a_2000{l="1234"}_-_b_2000,_range_query_with_1000_steps/Prometheus-8                                               115.5k ± 0%   115.5k ± 0%   -0.01% (p=0.041 n=6)
Query/a_2000_-_b_2000{l="1234"},_instant_query/Mimir-8                                                                  23.62k ± 2%   23.59k ± 1%        ~ (p=0.485 n=6)
Query/a_2000_-_b_2000{l="1234"},_instant_query/Prometheus-8                                                             43.23k ± 0%   43.22k ± 0%        ~ (p=0.457 n=6)
Query/a_2000_-_b_2000{l="1234"},_range_query_with_100_steps/Mimir-8                                                     25.37k ± 4%   25.64k ± 4%        ~ (p=0.589 n=6)
Query/a_2000_-_b_2000{l="1234"},_range_query_with_100_steps/Prometheus-8                                                49.49k ± 0%   49.50k ± 0%        ~ (p=0.485 n=6)
Query/a_2000_-_b_2000{l="1234"},_range_query_with_1000_steps/Mimir-8                                                    34.32k ± 1%   34.20k ± 1%        ~ (p=0.132 n=6)
Query/a_2000_-_b_2000{l="1234"},_range_query_with_1000_steps/Prometheus-8                                               115.4k ± 0%   115.4k ± 0%        ~ (p=0.511 n=6)
Query/sum(a_1),_instant_query/Mimir-8                                                                                    386.0 ± 0%    386.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum(a_1),_instant_query/Prometheus-8                                                                               418.0 ± 0%    418.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum(a_1),_range_query_with_100_steps/Mimir-8                                                                       391.0 ± 0%    391.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum(a_1),_range_query_with_100_steps/Prometheus-8                                                                  428.0 ± 0%    428.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum(a_1),_range_query_with_1000_steps/Mimir-8                                                                      423.0 ± 0%    423.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum(a_1),_range_query_with_1000_steps/Prometheus-8                                                                 460.0 ± 0%    460.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum(a_100),_instant_query/Mimir-8                                                                                 2.296k ± 0%   2.296k ± 0%        ~ (p=1.000 n=6)
Query/sum(a_100),_instant_query/Prometheus-8                                                                            2.336k ± 0%   2.336k ± 0%        ~ (p=1.000 n=6)
Query/sum(a_100),_range_query_with_100_steps/Mimir-8                                                                    2.703k ± 0%   2.703k ± 0%        ~ (p=1.000 n=6)
Query/sum(a_100),_range_query_with_100_steps/Prometheus-8                                                               2.747k ± 0%   2.747k ± 0%        ~ (p=1.000 n=6)
Query/sum(a_100),_range_query_with_1000_steps/Mimir-8                                                                   5.910k ± 0%   5.912k ± 0%        ~ (p=0.206 n=6)
Query/sum(a_100),_range_query_with_1000_steps/Prometheus-8                                                              5.954k ± 0%   5.954k ± 0%        ~ (p=0.998 n=6)
Query/sum(a_2000),_instant_query/Mimir-8                                                                                38.81k ± 0%   38.81k ± 0%        ~ (p=0.165 n=6)
Query/sum(a_2000),_instant_query/Prometheus-8                                                                           38.87k ± 0%   38.87k ± 0%        ~ (p=0.699 n=6)
Query/sum(a_2000),_range_query_with_100_steps/Mimir-8                                                                   46.85k ± 0%   46.84k ± 0%        ~ (p=0.846 n=6)
Query/sum(a_2000),_range_query_with_100_steps/Prometheus-8                                                              46.90k ± 0%   46.91k ± 0%        ~ (p=1.000 n=6)
Query/sum(a_2000),_range_query_with_1000_steps/Mimir-8                                                                  111.0k ± 0%   111.0k ± 0%        ~ (p=1.000 n=6)
Query/sum(a_2000),_range_query_with_1000_steps/Prometheus-8                                                             111.0k ± 0%   111.0k ± 0%        ~ (p=0.223 n=6)
Query/sum_without_(l)(h_1),_instant_query/Mimir-8                                                                        512.0 ± 0%    512.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum_without_(l)(h_1),_instant_query/Prometheus-8                                                                   539.0 ± 0%    539.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum_without_(l)(h_1),_range_query_with_100_steps/Mimir-8                                                           536.5 ± 0%    536.0 ± 0%        ~ (p=1.000 n=6)
Query/sum_without_(l)(h_1),_range_query_with_100_steps/Prometheus-8                                                      569.0 ± 0%    569.0 ± 0%        ~ (p=1.000 n=6)
Query/sum_without_(l)(h_1),_range_query_with_1000_steps/Mimir-8                                                          729.0 ± 0%    729.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum_without_(l)(h_1),_range_query_with_1000_steps/Prometheus-8                                                     762.0 ± 0%    762.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum_without_(l)(h_100),_instant_query/Mimir-8                                                                     12.54k ± 0%   12.54k ± 0%        ~ (p=1.000 n=6)
Query/sum_without_(l)(h_100),_instant_query/Prometheus-8                                                                12.58k ± 0%   12.58k ± 0%        ~ (p=0.374 n=6)
Query/sum_without_(l)(h_100),_range_query_with_100_steps/Mimir-8                                                        14.95k ± 0%   14.95k ± 0%   -0.01% (p=0.002 n=6)
Query/sum_without_(l)(h_100),_range_query_with_100_steps/Prometheus-8                                                   14.99k ± 0%   14.99k ± 0%        ~ (p=0.916 n=6)
Query/sum_without_(l)(h_100),_range_query_with_1000_steps/Mimir-8                                                       34.21k ± 0%   34.22k ± 0%        ~ (p=0.561 n=6)
Query/sum_without_(l)(h_100),_range_query_with_1000_steps/Prometheus-8                                                  34.24k ± 0%   34.24k ± 0%        ~ (p=0.110 n=6)
Query/sum_without_(l)(h_2000),_instant_query/Mimir-8                                                                    243.0k ± 0%   243.1k ± 0%        ~ (p=0.818 n=6)
Query/sum_without_(l)(h_2000),_instant_query/Prometheus-8                                                               259.2k ± 2%   254.8k ± 2%        ~ (p=0.065 n=6)
Query/sum_without_(l)(h_2000),_range_query_with_100_steps/Mimir-8                                                       291.3k ± 0%   291.3k ± 0%        ~ (p=0.853 n=6)
Query/sum_without_(l)(h_2000),_range_query_with_100_steps/Prometheus-8                                                  291.2k ± 0%   291.2k ± 0%        ~ (p=0.699 n=6)
Query/sum_without_(l)(h_2000),_range_query_with_1000_steps/Mimir-8                                                      677.7k ± 0%   677.6k ± 0%        ~ (p=0.132 n=6)
Query/sum_without_(l)(h_2000),_range_query_with_1000_steps/Prometheus-8                                                 701.5k ± 0%   701.5k ± 0%        ~ (p=0.818 n=6)
Query/sum_without_(le)(h_1),_instant_query/Mimir-8                                                                       500.0 ± 0%    500.0 ± 0%        ~ (p=1.000 n=6)
Query/sum_without_(le)(h_1),_instant_query/Prometheus-8                                                                  531.0 ± 0%    531.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum_without_(le)(h_1),_range_query_with_100_steps/Mimir-8                                                          525.0 ± 0%    525.5 ± 0%        ~ (p=1.000 n=6)
Query/sum_without_(le)(h_1),_range_query_with_100_steps/Prometheus-8                                                     561.0 ± 0%    561.0 ± 0%        ~ (p=1.000 n=6)
Query/sum_without_(le)(h_1),_range_query_with_1000_steps/Mimir-8                                                         718.0 ± 0%    718.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum_without_(le)(h_1),_range_query_with_1000_steps/Prometheus-8                                                    754.0 ± 0%    754.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum_without_(le)(h_100),_instant_query/Mimir-8                                                                    12.74k ± 0%   12.74k ± 0%        ~ (p=0.900 n=6)
Query/sum_without_(le)(h_100),_instant_query/Prometheus-8                                                               12.69k ± 0%   12.69k ± 0%        ~ (p=0.177 n=6)
Query/sum_without_(le)(h_100),_range_query_with_100_steps/Mimir-8                                                       15.16k ± 0%   15.16k ± 0%        ~ (p=0.554 n=6)
Query/sum_without_(le)(h_100),_range_query_with_100_steps/Prometheus-8                                                  15.11k ± 0%   15.11k ± 0%        ~ (p=0.552 n=6)
Query/sum_without_(le)(h_100),_range_query_with_1000_steps/Mimir-8                                                      34.43k ± 0%   34.42k ± 0%        ~ (p=0.063 n=6)
Query/sum_without_(le)(h_100),_range_query_with_1000_steps/Prometheus-8                                                 34.35k ± 0%   34.35k ± 0%        ~ (p=0.561 n=6)
Query/sum_without_(le)(h_2000),_instant_query/Mimir-8                                                                   247.8k ± 0%   248.1k ± 0%        ~ (p=0.065 n=6)
Query/sum_without_(le)(h_2000),_instant_query/Prometheus-8                                                              259.9k ± 2%   259.1k ± 3%        ~ (p=0.937 n=6)
Query/sum_without_(le)(h_2000),_range_query_with_100_steps/Mimir-8                                                      297.9k ± 0%   298.7k ± 0%        ~ (p=0.180 n=6)
Query/sum_without_(le)(h_2000),_range_query_with_100_steps/Prometheus-8                                                 293.3k ± 0%   293.4k ± 0%        ~ (p=0.240 n=6)
Query/sum_without_(le)(h_2000),_range_query_with_1000_steps/Mimir-8                                                     691.3k ± 0%   691.4k ± 0%        ~ (p=0.485 n=6)
Query/sum_without_(le)(h_2000),_range_query_with_1000_steps/Prometheus-8                                                707.6k ± 0%   707.6k ± 0%        ~ (p=0.394 n=6)
Query/sum(nh_1),_instant_query/Mimir-8                                                                                   650.0 ± 0%    650.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum(nh_1),_instant_query/Prometheus-8                                                                              687.0 ± 0%    687.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum(nh_1),_range_query_with_100_steps/Mimir-8                                                                     1.729k ± 0%   1.729k ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum(nh_1),_range_query_with_100_steps/Prometheus-8                                                                2.266k ± 0%   2.266k ± 0%        ~ (p=1.000 n=6)
Query/sum(nh_1),_range_query_with_1000_steps/Mimir-8                                                                    10.81k ± 0%   10.81k ± 0%        ~ (p=0.455 n=6)
Query/sum(nh_1),_range_query_with_1000_steps/Prometheus-8                                                               15.84k ± 0%   15.84k ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum(nh_100),_instant_query/Mimir-8                                                                                18.81k ± 0%   18.81k ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum(nh_100),_instant_query/Prometheus-8                                                                           18.86k ± 0%   18.86k ± 0%        ~ (p=1.000 n=6)
Query/sum(nh_100),_range_query_with_100_steps/Mimir-8                                                                   119.7k ± 0%   119.7k ± 0%        ~ (p=0.325 n=6)
Query/sum(nh_100),_range_query_with_100_steps/Prometheus-8                                                              120.3k ± 0%   120.3k ± 0%        ~ (p=0.643 n=6)
Query/sum(nh_100),_range_query_with_1000_steps/Mimir-8                                                                  1.027M ± 0%   1.027M ± 0%        ~ (p=0.729 n=6)
Query/sum(nh_100),_range_query_with_1000_steps/Prometheus-8                                                             1.032M ± 0%   1.032M ± 0%        ~ (p=0.734 n=6)
Query/sum(nh_2000),_instant_query/Mimir-8                                                                               367.1k ± 0%   367.1k ± 0%        ~ (p=0.615 n=6)
Query/sum(nh_2000),_instant_query/Prometheus-8                                                                          367.6k ± 0%   367.7k ± 0%   +0.03% (p=0.002 n=6)
Query/sum(nh_2000),_range_query_with_100_steps/Mimir-8                                                                  2.384M ± 0%   2.384M ± 0%        ~ (p=0.818 n=6)
Query/sum(nh_2000),_range_query_with_100_steps/Prometheus-8                                                             2.386M ± 0%   2.386M ± 0%        ~ (p=0.513 n=6)
Query/sum(nh_2000),_range_query_with_1000_steps/Mimir-8                                                                 20.53M ± 0%   20.53M ± 0%        ~ (p=1.000 n=6)
Query/sum(nh_2000),_range_query_with_1000_steps/Prometheus-8                                                            20.54M ± 0%   20.54M ± 0%        ~ (p=0.699 n=6)
Query/sum_by_(l)(h_1),_instant_query/Mimir-8                                                                             499.0 ± 0%    499.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum_by_(l)(h_1),_instant_query/Prometheus-8                                                                        531.0 ± 0%    531.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum_by_(l)(h_1),_range_query_with_100_steps/Mimir-8                                                                524.0 ± 0%    524.0 ± 0%        ~ (p=1.000 n=6)
Query/sum_by_(l)(h_1),_range_query_with_100_steps/Prometheus-8                                                           561.0 ± 0%    561.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum_by_(l)(h_1),_range_query_with_1000_steps/Mimir-8                                                               717.0 ± 0%    717.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum_by_(l)(h_1),_range_query_with_1000_steps/Prometheus-8                                                          754.0 ± 0%    754.0 ± 0%        ~ (p=1.000 n=6)
Query/sum_by_(l)(h_100),_instant_query/Mimir-8                                                                          12.74k ± 0%   12.74k ± 0%        ~ (p=0.537 n=6)
Query/sum_by_(l)(h_100),_instant_query/Prometheus-8                                                                     12.69k ± 0%   12.69k ± 0%        ~ (p=0.734 n=6)
Query/sum_by_(l)(h_100),_range_query_with_100_steps/Mimir-8                                                             15.16k ± 0%   15.16k ± 0%        ~ (p=0.961 n=6)
Query/sum_by_(l)(h_100),_range_query_with_100_steps/Prometheus-8                                                        15.10k ± 0%   15.11k ± 0%        ~ (p=0.061 n=6)
Query/sum_by_(l)(h_100),_range_query_with_1000_steps/Mimir-8                                                            34.42k ± 0%   34.42k ± 0%        ~ (p=0.903 n=6)
Query/sum_by_(l)(h_100),_range_query_with_1000_steps/Prometheus-8                                                       34.35k ± 0%   34.35k ± 0%        ~ (p=0.900 n=6)
Query/sum_by_(l)(h_2000),_instant_query/Mimir-8                                                                         248.1k ± 0%   247.9k ± 0%        ~ (p=0.818 n=6)
Query/sum_by_(l)(h_2000),_instant_query/Prometheus-8                                                                    259.5k ± 2%   263.1k ± 2%   +1.39% (p=0.026 n=6)
Query/sum_by_(l)(h_2000),_range_query_with_100_steps/Mimir-8                                                            298.2k ± 0%   298.7k ± 0%        ~ (p=0.818 n=6)
Query/sum_by_(l)(h_2000),_range_query_with_100_steps/Prometheus-8                                                       293.2k ± 0%   293.2k ± 0%        ~ (p=0.937 n=6)
Query/sum_by_(l)(h_2000),_range_query_with_1000_steps/Mimir-8                                                           691.3k ± 0%   691.4k ± 0%        ~ (p=0.457 n=6)
Query/sum_by_(l)(h_2000),_range_query_with_1000_steps/Prometheus-8                                                      707.6k ± 0%   707.6k ± 0%        ~ (p=1.000 n=6)
Query/sum_by_(le)(h_1),_instant_query/Mimir-8                                                                            511.0 ± 0%    511.0 ± 0%        ~ (p=1.000 n=6)
Query/sum_by_(le)(h_1),_instant_query/Prometheus-8                                                                       539.0 ± 0%    539.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum_by_(le)(h_1),_range_query_with_100_steps/Mimir-8                                                               535.0 ± 0%    535.0 ± 0%        ~ (p=1.000 n=6)
Query/sum_by_(le)(h_1),_range_query_with_100_steps/Prometheus-8                                                          569.0 ± 0%    569.0 ± 0%        ~ (p=1.000 n=6)
Query/sum_by_(le)(h_1),_range_query_with_1000_steps/Mimir-8                                                              728.0 ± 0%    728.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum_by_(le)(h_1),_range_query_with_1000_steps/Prometheus-8                                                         762.0 ± 0%    762.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum_by_(le)(h_100),_instant_query/Mimir-8                                                                         12.54k ± 0%   12.54k ± 0%        ~ (p=0.273 n=6)
Query/sum_by_(le)(h_100),_instant_query/Prometheus-8                                                                    12.58k ± 0%   12.58k ± 0%        ~ (p=0.935 n=6)
Query/sum_by_(le)(h_100),_range_query_with_100_steps/Mimir-8                                                            14.95k ± 0%   14.95k ± 0%        ~ (p=0.558 n=6)
Query/sum_by_(le)(h_100),_range_query_with_100_steps/Prometheus-8                                                       14.99k ± 0%   14.99k ± 0%        ~ (p=0.719 n=6)
Query/sum_by_(le)(h_100),_range_query_with_1000_steps/Mimir-8                                                           34.21k ± 0%   34.21k ± 0%        ~ (p=0.675 n=6)
Query/sum_by_(le)(h_100),_range_query_with_1000_steps/Prometheus-8                                                      34.25k ± 0%   34.24k ± 0%        ~ (p=0.855 n=6)
Query/sum_by_(le)(h_2000),_instant_query/Mimir-8                                                                        243.0k ± 0%   243.0k ± 0%        ~ (p=0.818 n=6)
Query/sum_by_(le)(h_2000),_instant_query/Prometheus-8                                                                   255.2k ± 2%   258.7k ± 2%        ~ (p=0.394 n=6)
Query/sum_by_(le)(h_2000),_range_query_with_100_steps/Mimir-8                                                           291.3k ± 0%   291.2k ± 0%        ~ (p=0.818 n=6)
Query/sum_by_(le)(h_2000),_range_query_with_100_steps/Prometheus-8                                                      291.2k ± 0%   291.1k ± 0%        ~ (p=0.485 n=6)
Query/sum_by_(le)(h_2000),_range_query_with_1000_steps/Mimir-8                                                          677.6k ± 0%   677.6k ± 0%        ~ (p=0.818 n=6)
Query/sum_by_(le)(h_2000),_range_query_with_1000_steps/Prometheus-8                                                     701.5k ± 0%   701.5k ± 0%        ~ (p=0.310 n=6)
Query/sum_by_(l)(nh_1),_instant_query/Mimir-8                                                                            658.0 ± 0%    658.0 ± 0%        ~ (p=1.000 n=6)
Query/sum_by_(l)(nh_1),_instant_query/Prometheus-8                                                                       692.0 ± 0%    692.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum_by_(l)(nh_1),_range_query_with_100_steps/Mimir-8                                                              1.737k ± 0%   1.737k ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum_by_(l)(nh_1),_range_query_with_100_steps/Prometheus-8                                                         2.271k ± 0%   2.271k ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum_by_(l)(nh_1),_range_query_with_1000_steps/Mimir-8                                                             10.81k ± 0%   10.81k ± 0%        ~ (p=0.567 n=6)
Query/sum_by_(l)(nh_1),_range_query_with_1000_steps/Prometheus-8                                                        15.85k ± 0%   15.85k ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum_by_(l)(nh_100),_instant_query/Mimir-8                                                                         19.04k ± 0%   19.04k ± 0%        ~ (p=1.000 n=6)
Query/sum_by_(l)(nh_100),_instant_query/Prometheus-8                                                                    19.48k ± 0%   19.48k ± 0%        ~ (p=1.000 n=6)
Query/sum_by_(l)(nh_100),_range_query_with_100_steps/Mimir-8                                                            120.5k ± 0%   120.5k ± 0%        ~ (p=0.913 n=6)
Query/sum_by_(l)(nh_100),_range_query_with_100_steps/Prometheus-8                                                       170.4k ± 0%   170.4k ± 0%        ~ (p=0.071 n=6)
Query/sum_by_(l)(nh_100),_range_query_with_1000_steps/Mimir-8                                                           1.028M ± 0%   1.028M ± 0%        ~ (p=0.132 n=6)
Query/sum_by_(l)(nh_100),_range_query_with_1000_steps/Prometheus-8                                                      1.528M ± 0%   1.528M ± 0%        ~ (p=0.141 n=6)
Query/sum_by_(l)(nh_2000),_instant_query/Mimir-8                                                                        371.8k ± 0%   371.7k ± 0%        ~ (p=0.818 n=6)
Query/sum_by_(l)(nh_2000),_instant_query/Prometheus-8                                                                   382.6k ± 0%   382.5k ± 0%        ~ (p=0.818 n=6)
Query/sum_by_(l)(nh_2000),_range_query_with_100_steps/Mimir-8                                                           2.402M ± 0%   2.402M ± 0%        ~ (p=0.132 n=6)
Query/sum_by_(l)(nh_2000),_range_query_with_100_steps/Prometheus-8                                                      3.398M ± 0%   3.398M ± 0%        ~ (p=0.485 n=6)
Query/sum_by_(l)(nh_2000),_range_query_with_1000_steps/Mimir-8                                                          20.55M ± 0%   20.55M ± 0%        ~ (p=0.394 n=6)
Query/sum_by_(l)(nh_2000),_range_query_with_1000_steps/Prometheus-8                                                     30.55M ± 0%   30.55M ± 0%        ~ (p=0.818 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_instant_query/Mimir-8                                                               756.0 ± 0%    757.0 ± 0%   +0.13% (p=0.002 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_instant_query/Prometheus-8                                                          867.0 ± 0%    867.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_100_steps/Mimir-8                                                  764.0 ± 0%    765.0 ± 0%   +0.13% (p=0.002 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_100_steps/Prometheus-8                                            1.079k ± 0%   1.079k ± 0%        ~ (p=1.000 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_1000_steps/Mimir-8                                                 830.0 ± 0%    832.0 ± 0%   +0.24% (p=0.002 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_1000_steps/Prometheus-8                                           2.946k ± 0%   2.946k ± 0%        ~ (p=0.455 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_instant_query/Mimir-8                                                          4.577k ± 0%   4.677k ± 0%   +2.18% (p=0.002 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_instant_query/Prometheus-8                                                     5.338k ± 0%   5.338k ± 0%        ~ (p=1.000 n=6)  ¹
Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_100_steps/Mimir-8                                             5.390k ± 0%   5.494k ± 0%   +1.93% (p=0.002 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_100_steps/Prometheus-8                                        6.361k ± 0%   6.360k ± 0%        ~ (p=0.662 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_1000_steps/Mimir-8                                            12.03k ± 0%   12.14k ± 0%   +0.93% (p=0.002 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_1000_steps/Prometheus-8                                       16.67k ± 0%   16.67k ± 0%        ~ (p=0.377 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_instant_query/Mimir-8                                                        77.59k ± 0%   79.60k ± 0%   +2.59% (p=0.002 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_instant_query/Prometheus-8                                                   89.81k ± 0%   89.81k ± 0%        ~ (p=0.418 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_100_steps/Mimir-8                                           93.71k ± 0%   95.72k ± 0%   +2.15% (p=0.002 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_100_steps/Prometheus-8                                      102.1k ± 0%   102.1k ± 0%        ~ (p=0.461 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_1000_steps/Mimir-8                                          226.1k ± 0%   228.1k ± 0%   +0.89% (p=0.002 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_1000_steps/Prometheus-8                                     250.0k ± 0%   250.0k ± 0%        ~ (p=0.667 n=6)
Query/sum(a_1_+_b_1),_instant_query/Mimir-8                                                                              745.0 ± 0%    746.0 ± 0%   +0.13% (p=0.002 n=6)
Query/sum(a_1_+_b_1),_instant_query/Prometheus-8                                                                         813.0 ± 0%    813.0 ± 0%        ~ (p=1.000 n=6)
Query/sum(a_1_+_b_1),_range_query_with_100_steps/Mimir-8                                                                 754.0 ± 0%    755.0 ± 0%   +0.13% (p=0.002 n=6)
Query/sum(a_1_+_b_1),_range_query_with_100_steps/Prometheus-8                                                           1.025k ± 0%   1.025k ± 0%        ~ (p=1.000 n=6)
Query/sum(a_1_+_b_1),_range_query_with_1000_steps/Mimir-8                                                                818.0 ± 0%    819.5 ± 0%   +0.18% (p=0.002 n=6)
Query/sum(a_1_+_b_1),_range_query_with_1000_steps/Prometheus-8                                                          2.889k ± 0%   2.889k ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum(a_100_+_b_100),_instant_query/Mimir-8                                                                         5.368k ± 0%   5.468k ± 0%   +1.86% (p=0.002 n=6)
Query/sum(a_100_+_b_100),_instant_query/Prometheus-8                                                                    5.275k ± 0%   5.272k ± 0%        ~ (p=0.242 n=6)
Query/sum(a_100_+_b_100),_range_query_with_100_steps/Mimir-8                                                            6.180k ± 0%   6.283k ± 0%   +1.67% (p=0.002 n=6)
Query/sum(a_100_+_b_100),_range_query_with_100_steps/Prometheus-8                                                       6.296k ± 0%   6.296k ± 0%        ~ (p=0.394 n=6)
Query/sum(a_100_+_b_100),_range_query_with_1000_steps/Mimir-8                                                           12.60k ± 0%   12.71k ± 0%   +0.89% (p=0.002 n=6)
Query/sum(a_100_+_b_100),_range_query_with_1000_steps/Prometheus-8                                                      16.40k ± 0%   16.39k ± 0%   -0.08% (p=0.011 n=6)
Query/sum(a_2000_+_b_2000),_instant_query/Mimir-8                                                                       93.67k ± 0%   95.67k ± 0%   +2.14% (p=0.002 n=6)
Query/sum(a_2000_+_b_2000),_instant_query/Prometheus-8                                                                  89.81k ± 0%   89.80k ± 0%        ~ (p=0.240 n=6)
Query/sum(a_2000_+_b_2000),_range_query_with_100_steps/Mimir-8                                                          109.7k ± 0%   111.8k ± 0%   +1.85% (p=0.002 n=6)
Query/sum(a_2000_+_b_2000),_range_query_with_100_steps/Prometheus-8                                                     102.1k ± 0%   102.1k ± 0%        ~ (p=0.310 n=6)
Query/sum(a_2000_+_b_2000),_range_query_with_1000_steps/Mimir-8                                                         237.9k ± 0%   240.3k ± 0%   +0.98% (p=0.002 n=6)
Query/sum(a_2000_+_b_2000),_range_query_with_1000_steps/Prometheus-8                                                    245.9k ± 0%   246.0k ± 0%        ~ (p=0.121 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_instant_query/Mimir-8                                                                  496.0 ± 0%    496.0 ± 0%        ~ (p=0.455 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_instant_query/Prometheus-8                                                             584.0 ± 0%    584.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_100_steps/Mimir-8                                                     521.0 ± 0%    521.0 ± 0%        ~ (p=1.000 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_100_steps/Prometheus-8                                                606.0 ± 0%    606.0 ± 0%        ~ (p=1.000 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_1000_steps/Mimir-8                                                    719.0 ± 0%    719.0 ± 0%        ~ (p=1.000 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_1000_steps/Prometheus-8                                               805.0 ± 0%    805.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum_by_(le)(rate(h_100[1m])),_instant_query/Mimir-8                                                               10.14k ± 0%   10.14k ± 0%        ~ (p=1.000 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_instant_query/Prometheus-8                                                          12.62k ± 0%   12.62k ± 0%        ~ (p=0.071 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_100_steps/Mimir-8                                                  12.56k ± 0%   12.56k ± 0%        ~ (p=1.000 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_100_steps/Prometheus-8                                             15.04k ± 0%   15.04k ± 0%        ~ (p=0.400 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_1000_steps/Mimir-8                                                 32.43k ± 0%   32.43k ± 0%        ~ (p=0.506 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_1000_steps/Prometheus-8                                            34.91k ± 0%   34.91k ± 0%        ~ (p=0.716 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_instant_query/Mimir-8                                                              194.8k ± 0%   194.8k ± 0%        ~ (p=0.420 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_instant_query/Prometheus-8                                                         253.0k ± 1%   250.7k ± 1%   -0.94% (p=0.041 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_100_steps/Mimir-8                                                 243.1k ± 0%   243.1k ± 0%        ~ (p=0.937 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_100_steps/Prometheus-8                                            291.3k ± 0%   291.3k ± 0%        ~ (p=0.699 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_1000_steps/Mimir-8                                                641.6k ± 0%   641.6k ± 0%        ~ (p=0.818 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_1000_steps/Prometheus-8                                           713.7k ± 0%   713.7k ± 0%        ~ (p=0.394 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_instant_query/Mimir-8                                                              405.0 ± 0%    405.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum_without_(l)(rate(a_1[1m])),_instant_query/Prometheus-8                                                         465.0 ± 0%    465.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum_without_(l)(rate(a_1[1m])),_range_query_with_100_steps/Mimir-8                                                 410.0 ± 0%    410.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum_without_(l)(rate(a_1[1m])),_range_query_with_100_steps/Prometheus-8                                            475.0 ± 0%    475.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum_without_(l)(rate(a_1[1m])),_range_query_with_1000_steps/Mimir-8                                                443.0 ± 0%    443.0 ± 0%        ~ (p=1.000 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_range_query_with_1000_steps/Prometheus-8                                           508.0 ± 0%    508.0 ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum_without_(l)(rate(a_100[1m])),_instant_query/Mimir-8                                                           1.915k ± 0%   1.915k ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum_without_(l)(rate(a_100[1m])),_instant_query/Prometheus-8                                                      2.394k ± 0%   2.394k ± 0%        ~ (p=1.000 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_range_query_with_100_steps/Mimir-8                                              2.322k ± 0%   2.322k ± 0%        ~ (p=1.000 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_range_query_with_100_steps/Prometheus-8                                         2.797k ± 0%   2.797k ± 0%        ~ (p=1.000 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_range_query_with_1000_steps/Mimir-8                                             5.638k ± 0%   5.638k ± 0%        ~ (p=0.574 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_range_query_with_1000_steps/Prometheus-8                                        6.114k ± 0%   6.115k ± 0%        ~ (p=0.935 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_instant_query/Mimir-8                                                          30.79k ± 0%   30.79k ± 0%   -0.01% (p=0.006 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_instant_query/Prometheus-8                                                     38.89k ± 0%   38.89k ± 0%        ~ (p=0.318 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_range_query_with_100_steps/Mimir-8                                             38.85k ± 0%   38.84k ± 0%        ~ (p=0.141 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_range_query_with_100_steps/Prometheus-8                                        46.94k ± 0%   46.94k ± 0%        ~ (p=0.734 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_range_query_with_1000_steps/Mimir-8                                            105.0k ± 0%   105.0k ± 0%        ~ (p=1.000 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_range_query_with_1000_steps/Prometheus-8                                       113.1k ± 1%   113.0k ± 0%        ~ (p=0.485 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_instant_query/Mimir-8                             790.0 ± 0%    791.0 ± 0%   +0.13% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_instant_query/Prometheus-8                        937.0 ± 0%    937.0 ± 0%        ~ (p=0.455 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_range_query_with_100_steps/Mimir-8                798.0 ± 0%    799.0 ± 0%   +0.13% (p=0.011 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_range_query_with_100_steps/Prometheus-8          1.143k ± 0%   1.143k ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_range_query_with_1000_steps/Mimir-8               865.0 ± 0%    866.0 ± 0%   +0.12% (p=0.002 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_range_query_with_1000_steps/Prometheus-8         3.010k ± 0%   3.010k ± 0%        ~ (p=1.000 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_instant_query/Mimir-8                        3.811k ± 0%   3.812k ± 0%   +0.03% (p=0.032 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_instant_query/Prometheus-8                   4.778k ± 0%   4.778k ± 0%        ~ (p=1.000 n=6)  ¹
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_range_query_with_100_steps/Mimir-8           4.622k ± 0%   4.624k ± 0%   +0.03% (p=0.022 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_range_query_with_100_steps/Prometheus-8      5.787k ± 0%   5.787k ± 0%        ~ (p=1.000 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_range_query_with_1000_steps/Mimir-8          11.26k ± 0%   11.26k ± 0%        ~ (p=0.920 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_range_query_with_1000_steps/Prometheus-8     14.22k ± 0%   14.22k ± 0%        ~ (p=0.946 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_instant_query/Mimir-8                      61.56k ± 0%   61.56k ± 0%        ~ (p=0.457 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_instant_query/Prometheus-8                 77.76k ± 0%   77.76k ± 0%        ~ (p=0.727 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_range_query_with_100_steps/Mimir-8         77.66k ± 0%   77.66k ± 0%        ~ (p=0.734 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_range_query_with_100_steps/Prometheus-8    94.04k ± 0%   94.04k ± 0%        ~ (p=0.900 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_range_query_with_1000_steps/Mimir-8        210.1k ± 0%   210.1k ± 0%        ~ (p=1.000 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_range_query_with_1000_steps/Prometheus-8   234.0k ± 0%   234.0k ± 3%        ~ (p=0.240 n=6)
geomean                                                                                                                 22.76k        22.96k        +0.86%
¹ all samples are equal

                                                                                                                      │   main.txt    │               binops.txt                │
                                                                                                                      │       B       │       B         vs base                 │
Query/a_1,_instant_query/Mimir-8                                                                                        69.98Ki ±  5%    70.88Ki ±  5%         ~ (p=0.485 n=6)
Query/a_1,_instant_query/Prometheus-8                                                                                   71.19Ki ±  1%    70.69Ki ±  5%         ~ (p=0.281 n=6)
Query/a_1,_range_query_with_100_steps/Mimir-8                                                                           70.81Ki ±  5%    70.06Ki ±  4%         ~ (p=0.621 n=6)
Query/a_1,_range_query_with_100_steps/Prometheus-8                                                                      72.12Ki ±  1%    70.31Ki ±  3%    -2.51% (p=0.035 n=6)
Query/a_1,_range_query_with_1000_steps/Mimir-8                                                                          68.25Ki ±  1%    69.93Ki ±  5%         ~ (p=0.063 n=6)
Query/a_1,_range_query_with_1000_steps/Prometheus-8                                                                     69.86Ki ±  4%    70.12Ki ±  2%         ~ (p=0.619 n=6)
Query/a_100,_instant_query/Mimir-8                                                                                      67.60Ki ±  1%    67.56Ki ±  1%         ~ (p=0.818 n=6)
Query/a_100,_instant_query/Prometheus-8                                                                                 68.34Ki ±  1%    68.29Ki ±  2%         ~ (p=1.000 n=6)
Query/a_100,_range_query_with_100_steps/Mimir-8                                                                         68.10Ki ±  1%    67.76Ki ±  1%         ~ (p=0.132 n=6)
Query/a_100,_range_query_with_100_steps/Prometheus-8                                                                    68.26Ki ±  1%    68.06Ki ±  1%         ~ (p=0.394 n=6)
Query/a_100,_range_query_with_1000_steps/Mimir-8                                                                        69.84Ki ±  3%    70.07Ki ±  1%         ~ (p=0.818 n=6)
Query/a_100,_range_query_with_1000_steps/Prometheus-8                                                                   70.80Ki ±  2%    70.62Ki ±  1%         ~ (p=0.589 n=6)
Query/a_2000,_instant_query/Mimir-8                                                                                     69.70Ki ±  1%    69.67Ki ±  1%         ~ (p=0.851 n=6)
Query/a_2000,_instant_query/Prometheus-8                                                                                70.38Ki ±  2%    69.94Ki ±  1%         ~ (p=0.905 n=6)
Query/a_2000,_range_query_with_100_steps/Mimir-8                                                                        77.44Ki ±  1%    77.76Ki ±  2%         ~ (p=0.589 n=6)
Query/a_2000,_range_query_with_100_steps/Prometheus-8                                                                   77.45Ki ±  1%    76.80Ki ±  1%         ~ (p=0.240 n=6)
Query/a_2000,_range_query_with_1000_steps/Mimir-8                                                                       130.8Ki ±  1%    130.8Ki ±  1%         ~ (p=0.818 n=6)
Query/a_2000,_range_query_with_1000_steps/Prometheus-8                                                                  131.9Ki ±  2%    131.3Ki ±  1%         ~ (p=0.411 n=6)
Query/nh_1,_instant_query/Mimir-8                                                                                       79.28Ki ±  1%    78.71Ki ±  1%         ~ (p=0.093 n=6)
Query/nh_1_+_nh_1,_instant_query/Mimir-8                                                                                78.33Ki ±  2%    77.69Ki ±  2%         ~ (p=0.291 n=12)
Query/nh_1,_instant_query/Prometheus-8                                                                                  79.54Ki ±  1%    79.03Ki ±  1%         ~ (p=0.093 n=6)
Query/nh_1_+_nh_1,_instant_query/Prometheus-8                                                                           78.31Ki ±  2%    78.35Ki ±  2%         ~ (p=0.505 n=12)
Query/nh_1,_range_query_with_100_steps/Mimir-8                                                                          72.93Ki ±  1%    73.22Ki ±  1%         ~ (p=0.143 n=6)
Query/nh_1_+_nh_1,_range_query_with_100_steps/Mimir-8                                                                   72.53Ki ±  1%    72.94Ki ±  1%         ~ (p=0.183 n=12)
Query/nh_1,_range_query_with_100_steps/Prometheus-8                                                                     73.89Ki ±  1%    73.60Ki ±  1%         ~ (p=0.394 n=6)
Query/nh_1_+_nh_1,_range_query_with_100_steps/Prometheus-8                                                              73.32Ki ±  1%    73.28Ki ±  2%         ~ (p=0.410 n=12)
Query/nh_1,_range_query_with_1000_steps/Mimir-8                                                                         72.12Ki ±  1%    74.04Ki ±  1%    +2.67% (p=0.002 n=6)
Query/nh_1_+_nh_1,_range_query_with_1000_steps/Mimir-8                                                                  71.26Ki ±  1%    73.35Ki ±  1%    +2.93% (p=0.000 n=12)
Query/nh_1,_range_query_with_1000_steps/Prometheus-8                                                                    73.95Ki ±  1%    74.12Ki ±  1%         ~ (p=0.310 n=6)
Query/nh_1_+_nh_1,_range_query_with_1000_steps/Prometheus-8                                                             73.46Ki ±  1%    73.07Ki ±  1%         ~ (p=0.630 n=12)
Query/nh_100,_instant_query/Mimir-8                                                                                     70.25Ki ±  1%    70.19Ki ±  1%         ~ (p=0.818 n=6)
Query/nh_100_+_nh_100,_instant_query/Mimir-8                                                                            70.16Ki ±  1%    69.89Ki ±  1%         ~ (p=0.452 n=12)
Query/nh_100,_instant_query/Prometheus-8                                                                                70.53Ki ±  1%    70.38Ki ±  1%         ~ (p=0.180 n=6)
Query/nh_100_+_nh_100,_instant_query/Prometheus-8                                                                       70.11Ki ±  1%    70.11Ki ±  1%         ~ (p=0.843 n=12)
Query/nh_100,_range_query_with_100_steps/Mimir-8                                                                        74.55Ki ±  1%    76.77Ki ±  1%    +2.98% (p=0.002 n=6)
Query/nh_100_+_nh_100,_range_query_with_100_steps/Mimir-8                                                               72.16Ki ±  3%    76.02Ki ±  1%    +5.34% (p=0.000 n=12)
Query/nh_100,_range_query_with_100_steps/Prometheus-8                                                                   85.32Ki ±  1%    85.62Ki ±  2%         ~ (p=0.485 n=6)
Query/nh_100_+_nh_100,_range_query_with_100_steps/Prometheus-8                                                          85.21Ki ±  1%    85.12Ki ±  1%         ~ (p=0.755 n=12)
Query/nh_100,_range_query_with_1000_steps/Mimir-8                                                                       122.7Ki ±  1%    126.0Ki ±  1%    +2.64% (p=0.002 n=6)
Query/nh_100_+_nh_100,_range_query_with_1000_steps/Mimir-8                                                              97.54Ki ± 26%   126.31Ki ±  1%   +29.50% (p=0.000 n=12)
Query/nh_100,_range_query_with_1000_steps/Prometheus-8                                                                  226.9Ki ±  2%    227.8Ki ±  1%         ~ (p=0.310 n=6)
Query/nh_100_+_nh_100,_range_query_with_1000_steps/Prometheus-8                                                         226.9Ki ±  1%    228.1Ki ±  1%         ~ (p=0.114 n=12)
Query/nh_2000,_instant_query/Mimir-8                                                                                    75.12Ki ±  1%    75.85Ki ±  1%         ~ (p=0.132 n=6)
Query/nh_2000_+_nh_2000,_instant_query/Mimir-8                                                                          74.53Ki ±  1%    75.47Ki ±  1%    +1.26% (p=0.010 n=12)
Query/nh_2000,_instant_query/Prometheus-8                                                                               77.72Ki ±  1%    77.31Ki ±  1%         ~ (p=0.310 n=6)
Query/nh_2000_+_nh_2000,_instant_query/Prometheus-8                                                                     77.70Ki ±  1%    77.09Ki ±  1%         ~ (p=0.259 n=12)
Query/nh_2000,_range_query_with_100_steps/Mimir-8                                                                       180.8Ki ±  1%    183.9Ki ±  2%    +1.69% (p=0.026 n=6)
Query/nh_2000_+_nh_2000,_range_query_with_100_steps/Mimir-8                                                             128.2Ki ± 41%    183.0Ki ±  1%   +42.74% (p=0.002 n=12)
Query/nh_2000,_range_query_with_100_steps/Prometheus-8                                                                  392.5Ki ±  1%    393.2Ki ±  1%         ~ (p=0.589 n=6)
Query/nh_2000_+_nh_2000,_range_query_with_100_steps/Prometheus-8                                                        392.4Ki ±  1%    393.2Ki ±  1%         ~ (p=0.755 n=12)
Query/nh_2000,_range_query_with_1000_steps/Mimir-8                                                                      721.1Ki ±  5%    905.8Ki ±  3%   +25.61% (p=0.002 n=6)
Query/nh_2000_+_nh_2000,_range_query_with_1000_steps/Mimir-8                                                            394.2Ki ± 83%    921.1Ki ±  3%  +133.67% (p=0.000 n=12)
Query/nh_2000,_range_query_with_1000_steps/Prometheus-8                                                                 1.648Mi ±  7%    1.647Mi ±  2%         ~ (p=0.619 n=6)
Query/nh_2000_+_nh_2000,_range_query_with_1000_steps/Prometheus-8                                                       1.648Mi ±  3%    1.647Mi ±  2%         ~ (p=0.164 n=12)
Query/a_1[1m],_instant_query/Mimir-8                                                                                    69.74Ki ±  4%    69.62Ki ±  4%         ~ (p=0.818 n=6)
Query/a_1[1m],_instant_query/Prometheus-8                                                                               69.38Ki ±  4%    70.65Ki ±  2%         ~ (p=0.058 n=6)
Query/a_100[1m],_instant_query/Mimir-8                                                                                  67.92Ki ±  1%    68.34Ki ±  1%         ~ (p=0.180 n=6)
Query/a_100[1m],_instant_query/Prometheus-8                                                                             68.56Ki ±  2%    68.38Ki ±  1%         ~ (p=0.515 n=6)
Query/a_2000[1m],_instant_query/Mimir-8                                                                                 71.90Ki ±  1%    71.25Ki ±  1%    -0.90% (p=0.041 n=6)
Query/a_2000[1m],_instant_query/Prometheus-8                                                                            71.81Ki ±  1%    71.46Ki ±  1%    -0.48% (p=0.045 n=6)
Query/rate(a_1[1m]),_instant_query/Mimir-8                                                                              69.99Ki ±  2%    69.56Ki ±  2%         ~ (p=0.420 n=6)
Query/rate(a_1[1m]),_instant_query/Prometheus-8                                                                         70.55Ki ±  2%    70.30Ki ±  4%         ~ (p=0.485 n=6)
Query/rate(a_1[1m]),_range_query_with_100_steps/Mimir-8                                                                 69.94Ki ±  3%    68.81Ki ±  5%         ~ (p=0.255 n=6)
Query/rate(a_1[1m]),_range_query_with_100_steps/Prometheus-8                                                            70.06Ki ±  3%    70.44Ki ±  2%         ~ (p=0.329 n=6)
Query/rate(a_1[1m]),_range_query_with_1000_steps/Mimir-8                                                                67.44Ki ±  4%    69.25Ki ±  3%         ~ (p=0.223 n=6)
Query/rate(a_1[1m]),_range_query_with_1000_steps/Prometheus-8                                                           69.94Ki ±  3%    69.25Ki ±  3%         ~ (p=0.329 n=6)
Query/rate(a_100[1m]),_instant_query/Mimir-8                                                                            67.96Ki ±  1%    67.77Ki ±  1%         ~ (p=0.485 n=6)
Query/rate(a_100[1m]),_instant_query/Prometheus-8                                                                       68.27Ki ±  1%    67.72Ki ±  1%         ~ (p=0.240 n=6)
Query/rate(a_100[1m]),_range_query_with_100_steps/Mimir-8                                                               67.62Ki ±  2%    67.86Ki ±  1%         ~ (p=0.558 n=6)
Query/rate(a_100[1m]),_range_query_with_100_steps/Prometheus-8                                                          67.71Ki ±  1%    67.48Ki ±  1%         ~ (p=0.240 n=6)
Query/rate(a_100[1m]),_range_query_with_1000_steps/Mimir-8                                                              70.59Ki ±  2%    70.15Ki ±  2%         ~ (p=0.699 n=6)
Query/rate(a_100[1m]),_range_query_with_1000_steps/Prometheus-8                                                         68.19Ki ±  3%    69.48Ki ±  1%         ~ (p=0.084 n=6)
Query/rate(a_2000[1m]),_instant_query/Mimir-8                                                                           70.35Ki ±  1%    70.26Ki ±  1%         ~ (p=0.818 n=6)
Query/rate(a_2000[1m]),_instant_query/Prometheus-8                                                                      70.51Ki ±  2%    70.22Ki ±  1%         ~ (p=0.937 n=6)
Query/rate(a_2000[1m]),_range_query_with_100_steps/Mimir-8                                                              77.69Ki ±  1%    77.36Ki ±  2%         ~ (p=0.621 n=6)
Query/rate(a_2000[1m]),_range_query_with_100_steps/Prometheus-8                                                         75.56Ki ±  3%    75.69Ki ±  3%         ~ (p=0.699 n=6)
Query/rate(a_2000[1m]),_range_query_with_1000_steps/Mimir-8                                                             129.6Ki ±  0%    129.6Ki ±  2%         ~ (p=0.563 n=6)
Query/rate(a_2000[1m]),_range_query_with_1000_steps/Prometheus-8                                                        127.0Ki ±  1%    126.5Ki ±  0%         ~ (p=0.177 n=6)
Query/rate(a_1[1m]),_range_query_with_10000_steps/Mimir-8                                                               67.47Ki ±  4%    68.81Ki ±  2%         ~ (p=0.240 n=6)
Query/rate(a_1[1m]),_range_query_with_10000_steps/Prometheus-8                                                          68.33Ki ±  2%    68.25Ki ±  1%         ~ (p=0.699 n=6)
Query/rate(a_100[1m]),_range_query_with_10000_steps/Mimir-8                                                             104.4Ki ±  2%    103.1Ki ±  2%         ~ (p=0.374 n=6)
Query/rate(a_100[1m]),_range_query_with_10000_steps/Prometheus-8                                                        101.5Ki ±  1%    101.1Ki ±  2%         ~ (p=0.485 n=6)
Query/rate(a_2000[1m]),_range_query_with_10000_steps/Mimir-8                                                            421.6Ki ±  3%    423.4Ki ±  1%         ~ (p=1.000 n=6)
Query/rate(a_2000[1m]),_range_query_with_10000_steps/Prometheus-8                                                       570.6Ki ±  7%    571.5Ki ±  5%         ~ (p=0.818 n=6)
Query/rate(nh_1[1m]),_instant_query/Mimir-8                                                                             74.74Ki ±  3%    76.67Ki ±  2%         ~ (p=0.132 n=6)
Query/rate(nh_1[1m]),_instant_query/Prometheus-8                                                                        76.31Ki ±  2%    76.30Ki ±  4%         ~ (p=0.937 n=6)
Query/rate(nh_1[1m]),_range_query_with_100_steps/Mimir-8                                                                75.19Ki ±  1%    75.24Ki ±  1%         ~ (p=0.420 n=6)
Query/rate(nh_1[1m]),_range_query_with_100_steps/Prometheus-8                                                           75.19Ki ±  1%    74.76Ki ±  1%         ~ (p=0.331 n=6)
Query/rate(nh_1[1m]),_range_query_with_1000_steps/Mimir-8                                                               71.91Ki ±  1%    71.88Ki ±  1%         ~ (p=0.699 n=6)
Query/rate(nh_1[1m]),_range_query_with_1000_steps/Prometheus-8                                                          72.41Ki ±  0%    71.92Ki ±  1%         ~ (p=0.093 n=6)
Query/rate(nh_100[1m]),_instant_query/Mimir-8                                                                           70.55Ki ±  1%    70.23Ki ±  1%         ~ (p=0.660 n=6)
Query/rate(nh_100[1m]),_instant_query/Prometheus-8                                                                      73.87Ki ±  1%    73.69Ki ±  1%         ~ (p=0.390 n=6)
Query/rate(nh_100[1m]),_range_query_with_100_steps/Mimir-8                                                              74.73Ki ±  1%    74.64Ki ±  1%         ~ (p=0.699 n=6)
Query/rate(nh_100[1m]),_range_query_with_100_steps/Prometheus-8                                                         73.81Ki ±  1%    73.44Ki ±  1%         ~ (p=0.197 n=6)
Query/rate(nh_100[1m]),_range_query_with_1000_steps/Mimir-8                                                             123.9Ki ±  1%    124.5Ki ±  0%         ~ (p=0.240 n=6)
Query/rate(nh_100[1m]),_range_query_with_1000_steps/Prometheus-8                                                        122.9Ki ±  1%    123.1Ki ±  1%         ~ (p=0.786 n=6)
Query/rate(nh_2000[1m]),_instant_query/Mimir-8                                                                          72.98Ki ±  1%    73.19Ki ±  1%         ~ (p=0.937 n=6)
Query/rate(nh_2000[1m]),_instant_query/Prometheus-8                                                                     75.69Ki ±  2%    75.57Ki ±  2%         ~ (p=0.732 n=6)
Query/rate(nh_2000[1m]),_range_query_with_100_steps/Mimir-8                                                             180.5Ki ±  1%    180.6Ki ±  1%         ~ (p=0.732 n=6)
Query/rate(nh_2000[1m]),_range_query_with_100_steps/Prometheus-8                                                        179.7Ki ±  1%    179.3Ki ±  1%         ~ (p=0.589 n=6)
Query/rate(nh_2000[1m]),_range_query_with_1000_steps/Mimir-8                                                            604.1Ki ±  0%    604.1Ki ±  0%         ~ (p=0.937 n=6)
Query/rate(nh_2000[1m]),_range_query_with_1000_steps/Prometheus-8                                                       610.5Ki ±  1%    609.5Ki ±  1%         ~ (p=0.589 n=6)
Query/rate(nh_1[1m]),_range_query_with_10000_steps/Mimir-8                                                              90.80Ki ±  4%    90.12Ki ±  6%         ~ (p=0.485 n=6)
Query/rate(nh_1[1m]),_range_query_with_10000_steps/Prometheus-8                                                         89.73Ki ±  5%    89.98Ki ±  4%         ~ (p=0.937 n=6)
Query/rate(nh_100[1m]),_range_query_with_10000_steps/Mimir-8                                                            327.2Ki ±  1%    327.2Ki ±  0%         ~ (p=1.000 n=6)
Query/rate(nh_100[1m]),_range_query_with_10000_steps/Prometheus-8                                                       345.1Ki ±  4%    344.2Ki ±  1%         ~ (p=1.000 n=6)
Query/rate(nh_2000[1m]),_range_query_with_10000_steps/Mimir-8                                                           5.381Mi ±  0%    5.379Mi ±  0%         ~ (p=0.818 n=6)
Query/rate(nh_2000[1m]),_range_query_with_10000_steps/Prometheus-8                                                      5.696Mi ±  3%    5.728Mi ±  5%         ~ (p=0.310 n=6)
Query/rate(a_1[1d]),_instant_query/Mimir-8                                                                              71.56Ki ±  3%    71.56Ki ±  2%         ~ (p=0.937 n=6)
Query/rate(a_1[1d]),_instant_query/Prometheus-8                                                                         70.01Ki ±  2%    69.31Ki ±  2%         ~ (p=0.180 n=6)
Query/rate(a_1[1d]),_range_query_with_100_steps/Mimir-8                                                                 70.38Ki ±  2%    70.75Ki ±  2%         ~ (p=0.911 n=6)
Query/rate(a_1[1d]),_range_query_with_100_steps/Prometheus-8                                                            69.10Ki ±  2%    68.79Ki ±  1%         ~ (p=0.240 n=6)
Query/rate(a_1[1d]),_range_query_with_1000_steps/Mimir-8                                                                65.50Ki ±  4%    66.54Ki ±  1%         ~ (p=0.180 n=6)
Query/rate(a_1[1d]),_range_query_with_1000_steps/Prometheus-8                                                           67.85Ki ±  1%    67.15Ki ±  2%    -1.03% (p=0.015 n=6)
Query/rate(a_100[1d]),_instant_query/Mimir-8                                                                            73.81Ki ±  3%    73.25Ki ±  2%         ~ (p=0.180 n=6)
Query/rate(a_100[1d]),_instant_query/Prometheus-8                                                                       72.34Ki ±  3%    72.34Ki ±  4%         ~ (p=1.000 n=6)
Query/rate(a_100[1d]),_range_query_with_100_steps/Mimir-8                                                               71.88Ki ±  2%    71.61Ki ±  4%         ~ (p=0.777 n=6)
Query/rate(a_100[1d]),_range_query_with_100_steps/Prometheus-8                                                          72.37Ki ±  2%    71.31Ki ±  2%         ~ (p=0.180 n=6)
Query/rate(a_100[1d]),_range_query_with_1000_steps/Mimir-8                                                              66.11Ki ±  3%    68.06Ki ±  1%    +2.96% (p=0.011 n=6)
Query/rate(a_100[1d]),_range_query_with_1000_steps/Prometheus-8                                                         62.37Ki ±  4%    62.44Ki ±  2%         ~ (p=0.513 n=6)
Query/rate(a_2000[1d]),_instant_query/Mimir-8                                                                           79.75Ki ±  4%    80.69Ki ±  2%         ~ (p=0.190 n=6)
Query/rate(a_2000[1d]),_instant_query/Prometheus-8                                                                      79.79Ki ±  3%    81.25Ki ±  1%         ~ (p=0.190 n=6)
Query/rate(a_2000[1d]),_range_query_with_100_steps/Mimir-8                                                              84.00Ki ±  1%    84.19Ki ±  3%         ~ (p=0.723 n=6)
Query/rate(a_2000[1d]),_range_query_with_100_steps/Prometheus-8                                                         84.75Ki ±  1%    84.17Ki ±  3%         ~ (p=0.089 n=6)
Query/rate(a_2000[1d]),_range_query_with_1000_steps/Mimir-8                                                             117.4Ki ±  2%    117.4Ki ±  3%         ~ (p=0.818 n=6)
Query/rate(a_2000[1d]),_range_query_with_1000_steps/Prometheus-8                                                        118.6Ki ±  1%    119.8Ki ±  2%         ~ (p=0.102 n=6)
Query/rate(nh_1[1h]),_instant_query/Mimir-8                                                                             73.45Ki ±  1%    72.87Ki ±  1%         ~ (p=0.065 n=6)
Query/rate(nh_1[1h]),_instant_query/Prometheus-8                                                                        71.94Ki ±  1%    71.72Ki ±  1%         ~ (p=0.732 n=6)
Query/rate(nh_1[1h]),_range_query_with_100_steps/Mimir-8                                                                72.88Ki ±  0%    72.36Ki ±  1%         ~ (p=0.240 n=6)
Query/rate(nh_1[1h]),_range_query_with_100_steps/Prometheus-8                                                           71.46Ki ±  1%    71.50Ki ±  1%         ~ (p=0.937 n=6)
Query/rate(nh_1[1h]),_range_query_with_1000_steps/Mimir-8                                                               71.25Ki ±  1%    72.01Ki ±  1%         ~ (p=0.093 n=6)
Query/rate(nh_1[1h]),_range_query_with_1000_steps/Prometheus-8                                                          71.52Ki ±  1%    71.28Ki ±  2%         ~ (p=0.180 n=6)
Query/rate(nh_100[1h]),_instant_query/Mimir-8                                                                           71.87Ki ±  3%    70.56Ki ±  2%         ~ (p=0.093 n=6)
Query/rate(nh_100[1h]),_instant_query/Prometheus-8                                                                      71.12Ki ±  3%    72.19Ki ±  3%         ~ (p=0.394 n=6)
Query/rate(nh_100[1h]),_range_query_with_100_steps/Mimir-8                                                              74.30Ki ±  2%    73.06Ki ±  3%         ~ (p=0.071 n=6)
Query/rate(nh_100[1h]),_range_query_with_100_steps/Prometheus-8                                                         72.93Ki ±  3%    72.31Ki ±  3%         ~ (p=0.167 n=6)
Query/rate(nh_100[1h]),_range_query_with_1000_steps/Mimir-8                                                             120.9Ki ±  5%    121.1Ki ±  6%         ~ (p=0.818 n=6)
Query/rate(nh_100[1h]),_range_query_with_1000_steps/Prometheus-8                                                        117.8Ki ±  3%    115.4Ki ±  3%    -2.07% (p=0.041 n=6)
Query/rate(nh_2000[1h]),_instant_query/Mimir-8                                                                          69.79Ki ±  2%    70.83Ki ±  1%         ~ (p=0.240 n=6)
Query/rate(nh_2000[1h]),_instant_query/Prometheus-8                                                                     70.99Ki ±  4%    71.18Ki ±  5%         ~ (p=0.818 n=6)
Query/rate(nh_2000[1h]),_range_query_with_100_steps/Mimir-8                                                             174.3Ki ±  1%    173.2Ki ±  4%         ~ (p=0.132 n=6)
Query/rate(nh_2000[1h]),_range_query_with_100_steps/Prometheus-8                                                        113.0Ki ±  1%    112.9Ki ±  1%         ~ (p=0.675 n=6)
Query/rate(nh_2000[1h]),_range_query_with_1000_steps/Mimir-8                                                            604.5Ki ±  0%    603.9Ki ±  0%         ~ (p=0.394 n=6)
Query/rate(nh_2000[1h]),_range_query_with_1000_steps/Prometheus-8                                                       611.9Ki ±  1%    613.4Ki ±  1%         ~ (p=0.180 n=6)
Query/a_1_-_b_1,_instant_query/Mimir-8                                                                                  71.00Ki ±  4%    69.49Ki ±  5%         ~ (p=0.132 n=6)
Query/a_1_-_b_1,_instant_query/Prometheus-8                                                                             70.24Ki ±  2%    69.99Ki ±  3%         ~ (p=0.394 n=6)
Query/a_1_-_b_1,_range_query_with_100_steps/Mimir-8                                                                     70.69Ki ±  4%    70.06Ki ±  5%         ~ (p=0.223 n=6)
Query/a_1_-_b_1,_range_query_with_100_steps/Prometheus-8                                                                69.44Ki ±  3%    68.56Ki ±  3%         ~ (p=0.513 n=6)
Query/a_1_-_b_1,_range_query_with_1000_steps/Mimir-8                                                                    69.88Ki ±  1%    68.75Ki ±  4%         ~ (p=0.102 n=6)
Query/a_1_-_b_1,_range_query_with_1000_steps/Prometheus-8                                                               69.23Ki ±  1%    69.08Ki ±  1%         ~ (p=0.589 n=6)
Query/a_100_-_b_100,_instant_query/Mimir-8                                                                              68.16Ki ±  1%    67.53Ki ±  1%         ~ (p=0.180 n=6)
Query/a_100_-_b_100,_instant_query/Prometheus-8                                                                         68.26Ki ±  1%    67.69Ki ±  1%         ~ (p=0.180 n=6)
Query/a_100_-_b_100,_range_query_with_100_steps/Mimir-8                                                                 68.49Ki ±  1%    69.54Ki ±  1%    +1.54% (p=0.002 n=6)
Query/a_100_-_b_100,_range_query_with_100_steps/Prometheus-8                                                            69.14Ki ±  1%    69.10Ki ±  1%         ~ (p=0.970 n=6)
Query/a_100_-_b_100,_range_query_with_1000_steps/Mimir-8                                                                70.44Ki ±  2%    76.42Ki ±  2%    +8.49% (p=0.002 n=6)
Query/a_100_-_b_100,_range_query_with_1000_steps/Prometheus-8                                                           74.81Ki ±  3%    74.62Ki ±  3%         ~ (p=0.786 n=6)
Query/a_2000_-_b_2000,_instant_query/Mimir-8                                                                            71.19Ki ±  1%    71.15Ki ±  2%         ~ (p=0.846 n=6)
Query/a_2000_-_b_2000,_instant_query/Prometheus-8                                                                       72.05Ki ±  1%    72.14Ki ±  2%         ~ (p=0.974 n=6)
Query/a_2000_-_b_2000,_range_query_with_100_steps/Mimir-8                                                               79.88Ki ±  1%    84.00Ki ±  1%    +5.16% (p=0.002 n=6)
Query/a_2000_-_b_2000,_range_query_with_100_steps/Prometheus-8                                                          93.12Ki ±  3%    92.08Ki ±  3%         ~ (p=0.699 n=6)
Query/a_2000_-_b_2000,_range_query_with_1000_steps/Mimir-8                                                              134.9Ki ±  1%    158.1Ki ±  1%   +17.27% (p=0.002 n=6)
Query/a_2000_-_b_2000,_range_query_with_1000_steps/Prometheus-8                                                         157.2Ki ±  0%    156.9Ki ±  0%         ~ (p=0.394 n=6)
Query/nh_1_/_a_1,_instant_query/Mimir-8                                                                                 72.69Ki ±  4%    74.19Ki ±  6%         ~ (p=0.818 n=6)
Query/nh_1_/_a_1,_instant_query/Prometheus-8                                                                            73.68Ki ±  2%    73.06Ki ±  2%         ~ (p=0.524 n=6)
Query/nh_1_/_a_1,_range_query_with_100_steps/Mimir-8                                                                    71.49Ki ±  2%    71.93Ki ±  1%         ~ (p=0.240 n=6)
Query/nh_1_/_a_1,_range_query_with_100_steps/Prometheus-8                                                               72.18Ki ±  2%    71.58Ki ±  2%         ~ (p=0.310 n=6)
Query/nh_1_/_a_1,_range_query_with_1000_steps/Mimir-8                                                                   69.55Ki ±  2%    71.98Ki ±  2%    +3.50% (p=0.002 n=6)
Query/nh_1_/_a_1,_range_query_with_1000_steps/Prometheus-8                                                              72.54Ki ±  1%    72.00Ki ±  3%         ~ (p=0.093 n=6)
Query/nh_100_/_a_100,_instant_query/Mimir-8                                                                             69.36Ki ±  1%    69.70Ki ±  1%         ~ (p=0.589 n=6)
Query/nh_100_/_a_100,_instant_query/Prometheus-8                                                                        69.46Ki ±  1%    69.58Ki ±  1%         ~ (p=0.734 n=6)
Query/nh_100_/_a_100,_range_query_with_100_steps/Mimir-8                                                                69.55Ki ±  1%    74.97Ki ±  2%    +7.79% (p=0.002 n=6)
Query/nh_100_/_a_100,_range_query_with_100_steps/Prometheus-8                                                           80.08Ki ±  2%    80.39Ki ±  1%         ~ (p=0.485 n=6)
Query/nh_100_/_a_100,_range_query_with_1000_steps/Mimir-8                                                               71.87Ki ±  1%   124.93Ki ±  1%   +73.81% (p=0.002 n=6)
Query/nh_100_/_a_100,_range_query_with_1000_steps/Prometheus-8                                                          180.1Ki ±  2%    180.9Ki ±  3%         ~ (p=0.394 n=6)
Query/nh_2000_/_a_2000,_instant_query/Mimir-8                                                                           73.87Ki ±  2%    75.75Ki ±  2%    +2.54% (p=0.009 n=6)
Query/nh_2000_/_a_2000,_instant_query/Prometheus-8                                                                      76.62Ki ±  3%    77.33Ki ±  2%         ~ (p=0.485 n=6)
Query/nh_2000_/_a_2000,_range_query_with_100_steps/Mimir-8                                                              74.66Ki ±  1%   184.14Ki ±  1%  +146.64% (p=0.002 n=6)
Query/nh_2000_/_a_2000,_range_query_with_100_steps/Prometheus-8                                                         284.5Ki ±  2%    281.3Ki ±  2%         ~ (p=0.394 n=6)
Query/nh_2000_/_a_2000,_range_query_with_1000_steps/Mimir-8                                                             84.49Ki ±  2%   822.09Ki ±  7%  +873.00% (p=0.002 n=6)
Query/nh_2000_/_a_2000,_range_query_with_1000_steps/Prometheus-8                                                        1.147Mi ±  0%    1.147Mi ±  0%         ~ (p=0.310 n=6)
Query/a_1_-_b_1,_range_query_with_10000_steps/Mimir-8                                                                   69.62Ki ±  3%    72.35Ki ±  2%    +3.91% (p=0.002 n=6)
Query/a_1_-_b_1,_range_query_with_10000_steps/Prometheus-8                                                              70.11Ki ±  1%    69.91Ki ±  2%         ~ (p=0.818 n=6)
Query/a_100_-_b_100,_range_query_with_10000_steps/Mimir-8                                                               109.9Ki ±  2%    146.8Ki ±  3%   +33.60% (p=0.002 n=6)
Query/a_100_-_b_100,_range_query_with_10000_steps/Prometheus-8                                                          150.7Ki ±  1%    150.3Ki ±  0%         ~ (p=0.416 n=6)
Query/a_2000_-_b_2000,_range_query_with_10000_steps/Mimir-8                                                             461.6Ki ±  4%    620.9Ki ±  4%   +34.50% (p=0.002 n=6)
Query/a_2000_-_b_2000,_range_query_with_10000_steps/Prometheus-8                                                        1.580Mi ±  2%    1.548Mi ±  2%         ~ (p=0.132 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_instant_query/Mimir-8                                                               68.41Ki ±  1%    67.72Ki ±  1%    -1.00% (p=0.048 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_instant_query/Prometheus-8                                                          68.16Ki ±  1%    68.23Ki ±  1%         ~ (p=0.937 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_100_steps/Mimir-8                                                  68.34Ki ±  1%    68.88Ki ±  1%         ~ (p=0.132 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_100_steps/Prometheus-8                                             68.94Ki ±  1%    68.44Ki ±  1%    -0.72% (p=0.015 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_1000_steps/Mimir-8                                                 69.38Ki ±  2%    72.00Ki ±  2%    +3.78% (p=0.002 n=6)
Query/a_100{l=~"[13579]."}_-_b_100,_range_query_with_1000_steps/Prometheus-8                                            72.61Ki ±  2%    72.40Ki ±  2%         ~ (p=0.900 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_instant_query/Mimir-8                                                                 72.00Ki ±  2%    72.23Ki ±  2%         ~ (p=0.455 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_instant_query/Prometheus-8                                                            71.39Ki ±  2%    71.48Ki ±  1%         ~ (p=0.394 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_100_steps/Mimir-8                                                    76.81Ki ±  2%    78.73Ki ±  3%         ~ (p=0.065 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_100_steps/Prometheus-8                                               85.10Ki ±  1%    84.79Ki ±  2%         ~ (p=0.589 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_1000_steps/Mimir-8                                                   111.2Ki ±  3%    124.5Ki ±  8%   +11.88% (p=0.002 n=6)
Query/a_2000{l=~"1..."}_-_b_2000,_range_query_with_1000_steps/Prometheus-8                                              161.7Ki ±  1%    161.4Ki ±  0%         ~ (p=0.734 n=6)
Query/a_2000{l="1234"}_-_b_2000,_instant_query/Mimir-8                                                                  71.61Ki ±  1%    71.25Ki ±  1%         ~ (p=0.197 n=6)
Query/a_2000{l="1234"}_-_b_2000,_instant_query/Prometheus-8                                                             69.62Ki ±  1%    69.71Ki ±  1%         ~ (p=1.000 n=6)
Query/a_2000{l="1234"}_-_b_2000,_range_query_with_100_steps/Mimir-8                                                     71.81Ki ±  2%    71.72Ki ±  1%         ~ (p=0.619 n=6)
Query/a_2000{l="1234"}_-_b_2000,_range_query_with_100_steps/Prometheus-8                                                77.05Ki ±  3%    76.78Ki ±  1%         ~ (p=0.071 n=6)
Query/a_2000{l="1234"}_-_b_2000,_range_query_with_1000_steps/Mimir-8                                                    79.36Ki ±  2%    77.69Ki ±  4%         ~ (p=0.240 n=6)
Query/a_2000{l="1234"}_-_b_2000,_range_query_with_1000_steps/Prometheus-8                                               129.6Ki ±  0%    130.4Ki ±  1%         ~ (p=0.327 n=6)
Query/a_2000_-_b_2000{l="1234"},_instant_query/Mimir-8                                                                  71.31Ki ±  1%    71.27Ki ±  1%         ~ (p=0.784 n=6)
Query/a_2000_-_b_2000{l="1234"},_instant_query/Prometheus-8                                                             70.00Ki ±  2%    69.67Ki ±  1%         ~ (p=1.000 n=6)
Query/a_2000_-_b_2000{l="1234"},_range_query_with_100_steps/Mimir-8                                                     72.15Ki ±  1%    71.81Ki ±  2%         ~ (p=0.180 n=6)
Query/a_2000_-_b_2000{l="1234"},_range_query_with_100_steps/Prometheus-8                                                77.38Ki ±  1%    77.06Ki ±  2%         ~ (p=0.331 n=6)
Query/a_2000_-_b_2000{l="1234"},_range_query_with_1000_steps/Mimir-8                                                    80.74Ki ±  2%    79.75Ki ±  7%         ~ (p=0.132 n=6)
Query/a_2000_-_b_2000{l="1234"},_range_query_with_1000_steps/Prometheus-8                                               130.4Ki ±  3%    128.6Ki ±  4%         ~ (p=0.699 n=6)
Query/sum(a_1),_instant_query/Mimir-8                                                                                   69.69Ki ±  3%    69.19Ki ±  6%         ~ (p=0.781 n=6)
Query/sum(a_1),_instant_query/Prometheus-8                                                                              68.56Ki ±  3%    70.06Ki ±  2%         ~ (p=0.078 n=6)
Query/sum(a_1),_range_query_with_100_steps/Mimir-8                                                                      70.43Ki ±  5%    70.29Ki ±  3%         ~ (p=0.937 n=6)
Query/sum(a_1),_range_query_with_100_steps/Prometheus-8                                                                 71.49Ki ±  2%    70.69Ki ±  1%         ~ (p=0.087 n=6)
Query/sum(a_1),_range_query_with_1000_steps/Mimir-8                                                                     69.68Ki ±  3%    68.69Ki ±  2%         ~ (p=0.169 n=6)
Query/sum(a_1),_range_query_with_1000_steps/Prometheus-8                                                                69.69Ki ±  2%    67.81Ki ±  3%    -2.69% (p=0.015 n=6)
Query/sum(a_100),_instant_query/Mimir-8                                                                                 67.75Ki ±  1%    67.58Ki ±  2%         ~ (p=0.699 n=6)
Query/sum(a_100),_instant_query/Prometheus-8                                                                            68.34Ki ±  1%    67.97Ki ±  1%         ~ (p=0.190 n=6)
Query/sum(a_100),_range_query_with_100_steps/Mimir-8                                                                    67.44Ki ±  1%    67.81Ki ±  2%         ~ (p=0.485 n=6)
Query/sum(a_100),_range_query_with_100_steps/Prometheus-8                                                               68.13Ki ±  1%    68.02Ki ±  1%         ~ (p=0.937 n=6)
Query/sum(a_100),_range_query_with_1000_steps/Mimir-8                                                                   67.62Ki ±  1%    67.00Ki ±  1%    -0.92% (p=0.013 n=6)
Query/sum(a_100),_range_query_with_1000_steps/Prometheus-8                                                              70.85Ki ±  4%    70.36Ki ±  1%         ~ (p=0.240 n=6)
Query/sum(a_2000),_instant_query/Mimir-8                                                                                69.01Ki ±  1%    68.74Ki ±  1%         ~ (p=0.485 n=6)
Query/sum(a_2000),_instant_query/Prometheus-8                                                                           69.38Ki ±  1%    70.21Ki ±  2%         ~ (p=0.093 n=6)
Query/sum(a_2000),_range_query_with_100_steps/Mimir-8                                                                   68.98Ki ±  1%    68.88Ki ±  1%         ~ (p=0.667 n=6)
Query/sum(a_2000),_range_query_with_100_steps/Prometheus-8                                                              77.75Ki ±  2%    77.19Ki ±  2%         ~ (p=0.818 n=6)
Query/sum(a_2000),_range_query_with_1000_steps/Mimir-8                                                                  72.54Ki ±  1%    72.74Ki ±  2%         ~ (p=0.937 n=6)
Query/sum(a_2000),_range_query_with_1000_steps/Prometheus-8                                                             131.6Ki ±  1%    130.8Ki ±  1%         ~ (p=0.857 n=6)
Query/sum_without_(l)(h_1),_instant_query/Mimir-8                                                                       68.67Ki ±  2%    69.31Ki ±  1%         ~ (p=0.589 n=6)
Query/sum_without_(l)(h_1),_instant_query/Prometheus-8                                                                  70.12Ki ±  1%    69.12Ki ±  3%         ~ (p=0.180 n=6)
Query/sum_without_(l)(h_1),_range_query_with_100_steps/Mimir-8                                                          69.88Ki ±  2%    69.43Ki ±  5%         ~ (p=0.368 n=6)
Query/sum_without_(l)(h_1),_range_query_with_100_steps/Prometheus-8                                                     69.62Ki ±  3%    69.12Ki ±  2%         ~ (p=0.799 n=6)
Query/sum_without_(l)(h_1),_range_query_with_1000_steps/Mimir-8                                                         67.68Ki ±  2%    66.62Ki ±  3%         ~ (p=0.288 n=6)
Query/sum_without_(l)(h_1),_range_query_with_1000_steps/Prometheus-8                                                    68.88Ki ±  1%    66.74Ki ±  3%    -3.10% (p=0.009 n=6)
Query/sum_without_(l)(h_100),_instant_query/Mimir-8                                                                     68.68Ki ±  1%    68.24Ki ±  1%         ~ (p=0.197 n=6)
Query/sum_without_(l)(h_100),_instant_query/Prometheus-8                                                                69.19Ki ±  1%    68.82Ki ±  1%         ~ (p=0.310 n=6)
Query/sum_without_(l)(h_100),_range_query_with_100_steps/Mimir-8                                                        68.44Ki ±  1%    68.20Ki ±  1%         ~ (p=0.699 n=6)
Query/sum_without_(l)(h_100),_range_query_with_100_steps/Prometheus-8                                                   71.35Ki ±  1%    70.95Ki ±  1%         ~ (p=0.457 n=6)
Query/sum_without_(l)(h_100),_range_query_with_1000_steps/Mimir-8                                                       69.78Ki ±  1%    69.94Ki ±  1%         ~ (p=1.000 n=6)
Query/sum_without_(l)(h_100),_range_query_with_1000_steps/Prometheus-8                                                  88.94Ki ±  5%    88.44Ki ±  2%         ~ (p=0.855 n=6)
Query/sum_without_(l)(h_2000),_instant_query/Mimir-8                                                                    72.39Ki ±  2%    72.48Ki ±  2%         ~ (p=0.818 n=6)
Query/sum_without_(l)(h_2000),_instant_query/Prometheus-8                                                               73.71Ki ±  2%    74.87Ki ±  2%         ~ (p=0.065 n=6)
Query/sum_without_(l)(h_2000),_range_query_with_100_steps/Mimir-8                                                       72.09Ki ±  1%    72.31Ki ±  1%         ~ (p=0.310 n=6)
Query/sum_without_(l)(h_2000),_range_query_with_100_steps/Prometheus-8                                                  115.4Ki ±  2%    114.8Ki ±  1%         ~ (p=0.394 n=6)
Query/sum_without_(l)(h_2000),_range_query_with_1000_steps/Mimir-8                                                      73.30Ki ±  3%    73.56Ki ±  3%         ~ (p=0.937 n=6)
Query/sum_without_(l)(h_2000),_range_query_with_1000_steps/Prometheus-8                                                 266.0Ki ±  2%    266.3Ki ±  3%         ~ (p=1.000 n=6)
Query/sum_without_(le)(h_1),_instant_query/Mimir-8                                                                      69.81Ki ±  2%    69.52Ki ±  2%         ~ (p=0.234 n=6)
Query/sum_without_(le)(h_1),_instant_query/Prometheus-8                                                                 69.98Ki ±  1%    69.88Ki ±  2%         ~ (p=0.788 n=6)
Query/sum_without_(le)(h_1),_range_query_with_100_steps/Mimir-8                                                         68.89Ki ±  2%    67.93Ki ±  3%         ~ (p=0.554 n=6)
Query/sum_without_(le)(h_1),_range_query_with_100_steps/Prometheus-8                                                    69.44Ki ±  2%    69.38Ki ±  2%         ~ (p=0.851 n=6)
Query/sum_without_(le)(h_1),_range_query_with_1000_steps/Mimir-8                                                        67.56Ki ±  1%    68.06Ki ±  2%         ~ (p=0.258 n=6)
Query/sum_without_(le)(h_1),_range_query_with_1000_steps/Prometheus-8                                                   67.41Ki ±  3%    67.99Ki ±  2%         ~ (p=0.699 n=6)
Query/sum_without_(le)(h_100),_instant_query/Mimir-8                                                                    68.92Ki ±  1%    68.65Ki ±  1%         ~ (p=0.589 n=6)
Query/sum_without_(le)(h_100),_instant_query/Prometheus-8                                                               68.85Ki ±  2%    69.01Ki ±  1%         ~ (p=0.818 n=6)
Query/sum_without_(le)(h_100),_range_query_with_100_steps/Mimir-8                                                       69.06Ki ±  1%    68.58Ki ±  1%         ~ (p=0.236 n=6)
Query/sum_without_(le)(h_100),_range_query_with_100_steps/Prometheus-8                                                  71.48Ki ±  1%    71.25Ki ±  1%         ~ (p=1.000 n=6)
Query/sum_without_(le)(h_100),_range_query_with_1000_steps/Mimir-8                                                      72.60Ki ±  3%    72.73Ki ±  2%         ~ (p=0.394 n=6)
Query/sum_without_(le)(h_100),_range_query_with_1000_steps/Prometheus-8                                                 90.94Ki ±  3%    92.49Ki ±  2%         ~ (p=0.509 n=6)
Query/sum_without_(le)(h_2000),_instant_query/Mimir-8                                                                   73.54Ki ±  3%    73.97Ki ±  1%         ~ (p=0.065 n=6)
Query/sum_without_(le)(h_2000),_instant_query/Prometheus-8                                                              75.08Ki ±  1%    75.62Ki ±  1%         ~ (p=0.394 n=6)
Query/sum_without_(le)(h_2000),_range_query_with_100_steps/Mimir-8                                                      81.49Ki ±  2%    81.74Ki ±  3%         ~ (p=0.699 n=6)
Query/sum_without_(le)(h_2000),_range_query_with_100_steps/Prometheus-8                                                 121.9Ki ±  1%    121.4Ki ±  1%         ~ (p=0.589 n=6)
Query/sum_without_(le)(h_2000),_range_query_with_1000_steps/Mimir-8                                                     111.2Ki ±  3%    108.9Ki ±  2%         ~ (p=0.310 n=6)
Query/sum_without_(le)(h_2000),_range_query_with_1000_steps/Prometheus-8                                                297.1Ki ±  0%    297.6Ki ±  1%         ~ (p=0.370 n=6)
Query/sum(nh_1),_instant_query/Mimir-8                                                                                  75.44Ki ±  3%    76.87Ki ±  3%         ~ (p=0.418 n=6)
Query/sum(nh_1),_instant_query/Prometheus-8                                                                             75.69Ki ±  6%    75.22Ki ±  4%         ~ (p=0.859 n=6)
Query/sum(nh_1),_range_query_with_100_steps/Mimir-8                                                                     72.48Ki ±  1%    72.38Ki ±  1%         ~ (p=0.589 n=6)
Query/sum(nh_1),_range_query_with_100_steps/Prometheus-8                                                                72.46Ki ±  1%    72.33Ki ±  1%         ~ (p=0.937 n=6)
Query/sum(nh_1),_range_query_with_1000_steps/Mimir-8                                                                    71.93Ki ±  1%    72.08Ki ±  1%         ~ (p=0.818 n=6)
Query/sum(nh_1),_range_query_with_1000_steps/Prometheus-8                                                               72.87Ki ±  2%    72.81Ki ±  1%         ~ (p=0.937 n=6)
Query/sum(nh_100),_instant_query/Mimir-8                                                                                69.54Ki ±  1%    69.17Ki ±  1%         ~ (p=0.240 n=6)
Query/sum(nh_100),_instant_query/Prometheus-8                                                                           69.41Ki ±  1%    69.32Ki ±  1%         ~ (p=0.970 n=6)
Query/sum(nh_100),_range_query_with_100_steps/Mimir-8                                                                   69.61Ki ±  2%    69.17Ki ±  2%    -0.64% (p=0.041 n=6)
Query/sum(nh_100),_range_query_with_100_steps/Prometheus-8                                                              74.53Ki ±  1%    74.54Ki ±  1%         ~ (p=0.937 n=6)
Query/sum(nh_100),_range_query_with_1000_steps/Mimir-8                                                                  71.73Ki ±  1%    70.96Ki ±  1%    -1.08% (p=0.009 n=6)
Query/sum(nh_100),_range_query_with_1000_steps/Prometheus-8                                                             122.7Ki ±  1%    123.1Ki ±  1%         ~ (p=0.368 n=6)
Query/sum(nh_2000),_instant_query/Mimir-8                                                                               70.54Ki ±  1%    70.21Ki ±  2%         ~ (p=0.589 n=6)
Query/sum(nh_2000),_instant_query/Prometheus-8                                                                          72.88Ki ±  1%    72.69Ki ±  1%         ~ (p=0.853 n=6)
Query/sum(nh_2000),_range_query_with_100_steps/Mimir-8                                                                  71.09Ki ±  2%    70.96Ki ±  0%         ~ (p=1.000 n=6)
Query/sum(nh_2000),_range_query_with_100_steps/Prometheus-8                                                             179.3Ki ±  1%    179.4Ki ±  1%         ~ (p=0.937 n=6)
Query/sum(nh_2000),_range_query_with_1000_steps/Mimir-8                                                                 76.46Ki ±  2%    76.47Ki ±  2%         ~ (p=0.729 n=6)
Query/sum(nh_2000),_range_query_with_1000_steps/Prometheus-8                                                            766.2Ki ±  2%    756.9Ki ± 10%         ~ (p=0.310 n=6)
Query/sum_by_(l)(h_1),_instant_query/Mimir-8                                                                            68.88Ki ±  1%    69.69Ki ±  2%         ~ (p=0.305 n=6)
Query/sum_by_(l)(h_1),_instant_query/Prometheus-8                                                                       69.56Ki ±  4%    70.44Ki ±  2%         ~ (p=0.104 n=6)
Query/sum_by_(l)(h_1),_range_query_with_100_steps/Mimir-8                                                               69.12Ki ±  1%    68.25Ki ±  2%    -1.26% (p=0.035 n=6)
Query/sum_by_(l)(h_1),_range_query_with_100_steps/Prometheus-8                                                          70.18Ki ±  1%    69.25Ki ±  3%         ~ (p=0.065 n=6)
Query/sum_by_(l)(h_1),_range_query_with_1000_steps/Mimir-8                                                              67.56Ki ±  4%    68.00Ki ±  2%         ~ (p=0.236 n=6)
Query/sum_by_(l)(h_1),_range_query_with_1000_steps/Prometheus-8                                                         68.46Ki ±  2%    68.17Ki ±  1%         ~ (p=0.675 n=6)
Query/sum_by_(l)(h_100),_instant_query/Mimir-8                                                                          68.85Ki ±  1%    68.50Ki ±  1%         ~ (p=0.167 n=6)
Query/sum_by_(l)(h_100),_instant_query/Prometheus-8                                                                     68.91Ki ±  1%    68.97Ki ±  1%         ~ (p=0.818 n=6)
Query/sum_by_(l)(h_100),_range_query_with_100_steps/Mimir-8                                                             69.31Ki ±  1%    68.62Ki ±  1%    -0.98% (p=0.026 n=6)
Query/sum_by_(l)(h_100),_range_query_with_100_steps/Prometheus-8                                                        71.48Ki ±  1%    71.30Ki ±  1%         ~ (p=0.394 n=6)
Query/sum_by_(l)(h_100),_range_query_with_1000_steps/Mimir-8                                                            71.58Ki ±  2%    73.25Ki ±  3%    +2.34% (p=0.043 n=6)
Query/sum_by_(l)(h_100),_range_query_with_1000_steps/Prometheus-8                                                       90.88Ki ±  2%    90.99Ki ±  2%         ~ (p=0.667 n=6)
Query/sum_by_(l)(h_2000),_instant_query/Mimir-8                                                                         73.35Ki ±  1%    73.60Ki ±  1%         ~ (p=0.937 n=6)
Query/sum_by_(l)(h_2000),_instant_query/Prometheus-8                                                                    75.19Ki ±  1%    75.67Ki ±  2%         ~ (p=0.556 n=6)
Query/sum_by_(l)(h_2000),_range_query_with_100_steps/Mimir-8                                                            81.52Ki ±  2%    80.64Ki ±  2%         ~ (p=0.589 n=6)
Query/sum_by_(l)(h_2000),_range_query_with_100_steps/Prometheus-8                                                       122.2Ki ±  0%    122.2Ki ±  1%         ~ (p=0.937 n=6)
Query/sum_by_(l)(h_2000),_range_query_with_1000_steps/Mimir-8                                                           108.9Ki ±  3%    110.6Ki ±  5%         ~ (p=0.589 n=6)
Query/sum_by_(l)(h_2000),_range_query_with_1000_steps/Prometheus-8                                                      296.6Ki ±  1%    297.4Ki ±  1%         ~ (p=0.669 n=6)
Query/sum_by_(le)(h_1),_instant_query/Mimir-8                                                                           69.25Ki ±  2%    68.79Ki ±  4%         ~ (p=0.818 n=6)
Query/sum_by_(le)(h_1),_instant_query/Prometheus-8                                                                      69.25Ki ±  2%    69.00Ki ±  1%         ~ (p=0.738 n=6)
Query/sum_by_(le)(h_1),_range_query_with_100_steps/Mimir-8                                                              69.25Ki ±  1%    69.61Ki ±  3%         ~ (p=0.818 n=6)
Query/sum_by_(le)(h_1),_range_query_with_100_steps/Prometheus-8                                                         69.62Ki ±  1%    69.21Ki ±  3%         ~ (p=0.667 n=6)
Query/sum_by_(le)(h_1),_range_query_with_1000_steps/Mimir-8                                                             68.37Ki ±  1%    68.16Ki ±  2%         ~ (p=0.699 n=6)
Query/sum_by_(le)(h_1),_range_query_with_1000_steps/Prometheus-8                                                        67.88Ki ±  4%    68.35Ki ±  1%         ~ (p=0.368 n=6)
Query/sum_by_(le)(h_100),_instant_query/Mimir-8                                                                         68.96Ki ±  1%    68.44Ki ±  1%         ~ (p=0.240 n=6)
Query/sum_by_(le)(h_100),_instant_query/Prometheus-8                                                                    69.02Ki ±  1%    69.19Ki ±  1%    +0.24% (p=0.045 n=6)
Query/sum_by_(le)(h_100),_range_query_with_100_steps/Mimir-8                                                            68.17Ki ±  1%    68.05Ki ±  1%         ~ (p=0.485 n=6)
Query/sum_by_(le)(h_100),_range_query_with_100_steps/Prometheus-8                                                       71.14Ki ±  1%    70.63Ki ±  2%         ~ (p=0.180 n=6)
Query/sum_by_(le)(h_100),_range_query_with_1000_steps/Mimir-8                                                           70.12Ki ±  2%    70.06Ki ±  1%         ~ (p=1.000 n=6)
Query/sum_by_(le)(h_100),_range_query_with_1000_steps/Prometheus-8                                                      87.75Ki ±  2%    87.62Ki ±  3%         ~ (p=0.818 n=6)
Query/sum_by_(le)(h_2000),_instant_query/Mimir-8                                                                        72.48Ki ±  1%    72.97Ki ±  1%         ~ (p=0.132 n=6)
Query/sum_by_(le)(h_2000),_instant_query/Prometheus-8                                                                   75.25Ki ±  3%    74.92Ki ±  1%         ~ (p=0.818 n=6)
Query/sum_by_(le)(h_2000),_range_query_with_100_steps/Mimir-8                                                           72.18Ki ±  1%    72.03Ki ±  1%         ~ (p=0.699 n=6)
Query/sum_by_(le)(h_2000),_range_query_with_100_steps/Prometheus-8                                                      114.9Ki ±  1%    114.2Ki ±  2%         ~ (p=0.699 n=6)
Query/sum_by_(le)(h_2000),_range_query_with_1000_steps/Mimir-8                                                          72.68Ki ±  4%    73.50Ki ±  4%         ~ (p=0.818 n=6)
Query/sum_by_(le)(h_2000),_range_query_with_1000_steps/Prometheus-8                                                     265.6Ki ±  1%    265.1Ki ±  0%         ~ (p=0.065 n=6)
Query/sum_by_(l)(nh_1),_instant_query/Mimir-8                                                                           74.44Ki ±  4%    75.81Ki ±  4%         ~ (p=0.145 n=6)
Query/sum_by_(l)(nh_1),_instant_query/Prometheus-8                                                                      76.58Ki ±  4%    76.75Ki ±  2%         ~ (p=0.619 n=6)
Query/sum_by_(l)(nh_1),_range_query_with_100_steps/Mimir-8                                                              72.58Ki ±  1%    72.43Ki ±  0%         ~ (p=0.900 n=6)
Query/sum_by_(l)(nh_1),_range_query_with_100_steps/Prometheus-8                                                         72.44Ki ±  2%    72.40Ki ±  2%         ~ (p=1.000 n=6)
Query/sum_by_(l)(nh_1),_range_query_with_1000_steps/Mimir-8                                                             72.85Ki ±  2%    72.05Ki ±  1%    -1.09% (p=0.035 n=6)
Query/sum_by_(l)(nh_1),_range_query_with_1000_steps/Prometheus-8                                                        72.88Ki ±  1%    72.96Ki ±  1%         ~ (p=0.699 n=6)
Query/sum_by_(l)(nh_100),_instant_query/Mimir-8                                                                         69.39Ki ±  2%    69.35Ki ±  2%         ~ (p=0.615 n=6)
Query/sum_by_(l)(nh_100),_instant_query/Prometheus-8                                                                    69.98Ki ±  2%    69.47Ki ±  1%         ~ (p=0.937 n=6)
Query/sum_by_(l)(nh_100),_range_query_with_100_steps/Mimir-8                                                            75.33Ki ±  1%    75.03Ki ±  1%         ~ (p=0.394 n=6)
Query/sum_by_(l)(nh_100),_range_query_with_100_steps/Prometheus-8                                                       79.89Ki ±  1%    79.95Ki ±  2%         ~ (p=0.818 n=6)
Query/sum_by_(l)(nh_100),_range_query_with_1000_steps/Mimir-8                                                           123.1Ki ±  1%    123.2Ki ±  2%         ~ (p=0.937 n=6)
Query/sum_by_(l)(nh_100),_range_query_with_1000_steps/Prometheus-8                                                      176.3Ki ±  1%    175.6Ki ±  1%         ~ (p=0.310 n=6)
Query/sum_by_(l)(nh_2000),_instant_query/Mimir-8                                                                        73.95Ki ±  1%    73.65Ki ±  1%         ~ (p=0.900 n=6)
Query/sum_by_(l)(nh_2000),_instant_query/Prometheus-8                                                                   74.04Ki ±  2%    73.97Ki ±  1%         ~ (p=0.729 n=6)
Query/sum_by_(l)(nh_2000),_range_query_with_100_steps/Mimir-8                                                           182.7Ki ±  1%    183.4Ki ±  1%         ~ (p=0.937 n=6)
Query/sum_by_(l)(nh_2000),_range_query_with_100_steps/Prometheus-8                                                      284.0Ki ±  1%    282.6Ki ±  2%         ~ (p=0.310 n=6)
Query/sum_by_(l)(nh_2000),_range_query_with_1000_steps/Mimir-8                                                          752.5Ki ±  7%    735.8Ki ±  7%         ~ (p=0.394 n=6)
Query/sum_by_(l)(nh_2000),_range_query_with_1000_steps/Prometheus-8                                                     1.113Mi ±  0%    1.114Mi ±  0%         ~ (p=0.589 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_instant_query/Mimir-8                                                              70.44Ki ±  1%    70.87Ki ±  5%         ~ (p=0.699 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_instant_query/Prometheus-8                                                         69.75Ki ±  4%    69.37Ki ±  3%         ~ (p=0.965 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_100_steps/Mimir-8                                                 69.82Ki ±  2%    70.60Ki ±  2%         ~ (p=0.485 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_100_steps/Prometheus-8                                            70.12Ki ±  3%    69.41Ki ±  3%         ~ (p=0.732 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_1000_steps/Mimir-8                                                69.06Ki ±  2%    69.30Ki ±  1%         ~ (p=0.818 n=6)
Query/rate(a_1[1m])_+_rate(b_1[1m]),_range_query_with_1000_steps/Prometheus-8                                           69.14Ki ±  1%    69.12Ki ±  1%         ~ (p=0.818 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_instant_query/Mimir-8                                                          68.38Ki ±  1%    68.34Ki ±  3%         ~ (p=1.000 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_instant_query/Prometheus-8                                                     68.34Ki ±  1%    68.60Ki ±  1%         ~ (p=0.310 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_100_steps/Mimir-8                                             68.10Ki ±  1%    69.59Ki ±  1%    +2.18% (p=0.004 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_100_steps/Prometheus-8                                        68.32Ki ±  2%    67.99Ki ±  1%         ~ (p=0.699 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_1000_steps/Mimir-8                                            69.22Ki ±  2%    75.61Ki ±  2%    +9.23% (p=0.002 n=6)
Query/rate(a_100[1m])_+_rate(b_100[1m]),_range_query_with_1000_steps/Prometheus-8                                       74.77Ki ±  2%    74.62Ki ±  2%         ~ (p=0.589 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_instant_query/Mimir-8                                                        71.05Ki ±  0%    70.44Ki ±  1%    -0.87% (p=0.026 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_instant_query/Prometheus-8                                                   71.47Ki ±  1%    71.42Ki ±  1%         ~ (p=1.000 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_100_steps/Mimir-8                                           78.90Ki ±  2%    83.73Ki ±  2%    +6.12% (p=0.002 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_100_steps/Prometheus-8                                      91.89Ki ±  1%    91.84Ki ±  2%         ~ (p=0.699 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_1000_steps/Mimir-8                                          128.1Ki ±  1%    155.9Ki ±  1%   +21.71% (p=0.002 n=6)
Query/rate(a_2000[1m])_+_rate(b_2000[1m]),_range_query_with_1000_steps/Prometheus-8                                     156.5Ki ±  0%    156.8Ki ±  0%         ~ (p=0.485 n=6)
Query/sum(a_1_+_b_1),_instant_query/Mimir-8                                                                             69.50Ki ±  4%    69.81Ki ±  3%         ~ (p=0.563 n=6)
Query/sum(a_1_+_b_1),_instant_query/Prometheus-8                                                                        69.62Ki ±  4%    69.44Ki ±  4%         ~ (p=0.937 n=6)
Query/sum(a_1_+_b_1),_range_query_with_100_steps/Mimir-8                                                                70.31Ki ±  3%    69.89Ki ±  2%         ~ (p=0.394 n=6)
Query/sum(a_1_+_b_1),_range_query_with_100_steps/Prometheus-8                                                           70.72Ki ±  1%    70.19Ki ±  2%         ~ (p=0.310 n=6)
Query/sum(a_1_+_b_1),_range_query_with_1000_steps/Mimir-8                                                               69.76Ki ±  2%    69.24Ki ±  1%         ~ (p=0.180 n=6)
Query/sum(a_1_+_b_1),_range_query_with_1000_steps/Prometheus-8                                                          69.05Ki ±  1%    68.83Ki ±  1%         ~ (p=0.455 n=6)
Query/sum(a_100_+_b_100),_instant_query/Mimir-8                                                                         68.12Ki ±  1%    68.22Ki ±  1%         ~ (p=0.937 n=6)
Query/sum(a_100_+_b_100),_instant_query/Prometheus-8                                                                    68.33Ki ±  1%    68.12Ki ±  2%         ~ (p=0.485 n=6)
Query/sum(a_100_+_b_100),_range_query_with_100_steps/Mimir-8                                                            67.74Ki ±  1%    68.08Ki ±  1%         ~ (p=0.240 n=6)
Query/sum(a_100_+_b_100),_range_query_with_100_steps/Prometheus-8                                                       68.98Ki ±  1%    68.97Ki ±  1%         ~ (p=0.485 n=6)
Query/sum(a_100_+_b_100),_range_query_with_1000_steps/Mimir-8                                                           67.46Ki ±  1%    68.50Ki ±  1%    +1.53% (p=0.009 n=6)
Query/sum(a_100_+_b_100),_range_query_with_1000_steps/Prometheus-8                                                      75.10Ki ±  2%    75.19Ki ±  1%         ~ (p=0.699 n=6)
Query/sum(a_2000_+_b_2000),_instant_query/Mimir-8                                                                       70.97Ki ±  2%    71.29Ki ±  1%         ~ (p=0.818 n=6)
Query/sum(a_2000_+_b_2000),_instant_query/Prometheus-8                                                                  71.93Ki ±  2%    72.38Ki ±  1%         ~ (p=0.394 n=6)
Query/sum(a_2000_+_b_2000),_range_query_with_100_steps/Mimir-8                                                          71.75Ki ±  2%    71.14Ki ±  1%         ~ (p=0.394 n=6)
Query/sum(a_2000_+_b_2000),_range_query_with_100_steps/Prometheus-8                                                     91.22Ki ±  5%    92.62Ki ±  2%         ~ (p=0.589 n=6)
Query/sum(a_2000_+_b_2000),_range_query_with_1000_steps/Mimir-8                                                         80.97Ki ±  3%    82.62Ki ±  3%         ~ (p=0.623 n=6)
Query/sum(a_2000_+_b_2000),_range_query_with_1000_steps/Prometheus-8                                                    157.3Ki ±  1%    156.9Ki ±  0%         ~ (p=0.197 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_instant_query/Mimir-8                                                                 69.15Ki ±  4%    69.55Ki ±  2%         ~ (p=0.485 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_instant_query/Prometheus-8                                                            70.21Ki ±  5%    69.96Ki ±  1%         ~ (p=0.240 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_100_steps/Mimir-8                                                    69.31Ki ±  4%    68.96Ki ±  2%         ~ (p=0.937 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_100_steps/Prometheus-8                                               69.72Ki ±  2%    69.58Ki ±  2%         ~ (p=1.000 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_1000_steps/Mimir-8                                                   67.58Ki ±  3%    67.18Ki ±  4%         ~ (p=0.485 n=6)
Query/sum_by_(le)(rate(h_1[1m])),_range_query_with_1000_steps/Prometheus-8                                              66.34Ki ±  3%    67.42Ki ±  1%         ~ (p=0.485 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_instant_query/Mimir-8                                                               68.68Ki ±  0%    68.72Ki ±  1%         ~ (p=0.937 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_instant_query/Prometheus-8                                                          69.41Ki ±  1%    69.07Ki ±  2%         ~ (p=0.240 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_100_steps/Mimir-8                                                  68.29Ki ±  2%    67.81Ki ±  1%         ~ (p=0.615 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_100_steps/Prometheus-8                                             70.54Ki ±  1%    70.32Ki ±  2%         ~ (p=0.485 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_1000_steps/Mimir-8                                                 69.53Ki ±  1%    69.11Ki ±  1%         ~ (p=0.485 n=6)
Query/sum_by_(le)(rate(h_100[1m])),_range_query_with_1000_steps/Prometheus-8                                            83.34Ki ±  1%    83.21Ki ±  1%         ~ (p=0.240 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_instant_query/Mimir-8                                                              74.22Ki ±  3%    75.14Ki ±  2%         ~ (p=0.132 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_instant_query/Prometheus-8                                                         75.27Ki ±  1%    74.78Ki ±  1%    -0.65% (p=0.041 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_100_steps/Mimir-8                                                 72.13Ki ±  1%    72.58Ki ±  1%         ~ (p=0.310 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_100_steps/Prometheus-8                                            114.3Ki ±  1%    113.7Ki ±  2%         ~ (p=0.589 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_1000_steps/Mimir-8                                                73.06Ki ±  3%    73.08Ki ±  4%         ~ (p=0.937 n=6)
Query/sum_by_(le)(rate(h_2000[1m])),_range_query_with_1000_steps/Prometheus-8                                           265.8Ki ±  1%    264.9Ki ±  0%         ~ (p=0.065 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_instant_query/Mimir-8                                                             70.30Ki ±  6%    68.18Ki ±  4%         ~ (p=0.394 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_instant_query/Prometheus-8                                                        69.06Ki ±  3%    69.77Ki ±  3%         ~ (p=0.132 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_range_query_with_100_steps/Mimir-8                                                70.21Ki ±  1%    69.78Ki ±  4%         ~ (p=0.240 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_range_query_with_100_steps/Prometheus-8                                           68.97Ki ±  4%    68.97Ki ±  3%         ~ (p=0.937 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_range_query_with_1000_steps/Mimir-8                                               68.56Ki ±  4%    69.28Ki ±  4%         ~ (p=0.485 n=6)
Query/sum_without_(l)(rate(a_1[1m])),_range_query_with_1000_steps/Prometheus-8                                          67.86Ki ±  4%    68.78Ki ±  2%         ~ (p=0.223 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_instant_query/Mimir-8                                                           67.96Ki ±  1%    68.15Ki ±  2%         ~ (p=0.974 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_instant_query/Prometheus-8                                                      68.48Ki ±  1%    68.14Ki ±  1%         ~ (p=0.132 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_range_query_with_100_steps/Mimir-8                                              67.50Ki ±  1%    67.27Ki ±  1%         ~ (p=0.485 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_range_query_with_100_steps/Prometheus-8                                         67.90Ki ±  1%    68.00Ki ±  1%         ~ (p=0.937 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_range_query_with_1000_steps/Mimir-8                                             67.14Ki ±  1%    66.52Ki ±  3%         ~ (p=0.589 n=6)
Query/sum_without_(l)(rate(a_100[1m])),_range_query_with_1000_steps/Prometheus-8                                        68.91Ki ±  2%    69.34Ki ±  1%         ~ (p=0.310 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_instant_query/Mimir-8                                                          69.99Ki ±  1%    69.42Ki ±  1%         ~ (p=0.132 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_instant_query/Prometheus-8                                                     70.59Ki ±  1%    70.30Ki ±  2%         ~ (p=1.000 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_range_query_with_100_steps/Mimir-8                                             68.48Ki ±  1%    69.07Ki ±  1%         ~ (p=0.121 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_range_query_with_100_steps/Prometheus-8                                        75.98Ki ±  1%    75.92Ki ±  1%         ~ (p=0.818 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_range_query_with_1000_steps/Mimir-8                                            71.81Ki ±  1%    71.76Ki ±  2%         ~ (p=0.937 n=6)
Query/sum_without_(l)(rate(a_2000[1m])),_range_query_with_1000_steps/Prometheus-8                                       126.0Ki ± 20%    126.2Ki ± 11%         ~ (p=0.310 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_instant_query/Mimir-8                            69.38Ki ±  3%    69.75Ki ±  3%         ~ (p=0.667 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_instant_query/Prometheus-8                       68.99Ki ±  3%    69.94Ki ±  2%         ~ (p=0.180 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_range_query_with_100_steps/Mimir-8               70.19Ki ±  4%    68.87Ki ±  4%         ~ (p=0.132 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_range_query_with_100_steps/Prometheus-8          69.55Ki ±  5%    69.10Ki ±  1%         ~ (p=0.667 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_range_query_with_1000_steps/Mimir-8              69.31Ki ±  3%    68.31Ki ±  2%         ~ (p=0.223 n=6)
Query/sum_without_(l)(rate(a_1[1m]))_/_sum_without_(l)(rate(b_1[1m])),_range_query_with_1000_steps/Prometheus-8         68.68Ki ±  1%    68.51Ki ±  2%         ~ (p=0.818 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_instant_query/Mimir-8                        68.01Ki ±  1%    67.65Ki ±  1%         ~ (p=0.310 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_instant_query/Prometheus-8                   68.93Ki ±  1%    68.06Ki ±  1%    -1.26% (p=0.009 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_range_query_with_100_steps/Mimir-8           67.76Ki ±  1%    67.48Ki ±  1%         ~ (p=0.485 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_range_query_with_100_steps/Prometheus-8      68.08Ki ±  1%    68.44Ki ±  2%         ~ (p=0.132 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_range_query_with_1000_steps/Mimir-8          67.24Ki ±  4%    67.31Ki ±  2%         ~ (p=0.905 n=6)
Query/sum_without_(l)(rate(a_100[1m]))_/_sum_without_(l)(rate(b_100[1m])),_range_query_with_1000_steps/Prometheus-8     68.06Ki ±  4%    69.86Ki ±  1%         ~ (p=0.167 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_instant_query/Mimir-8                      70.21Ki ±  1%    70.08Ki ±  2%         ~ (p=0.699 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_instant_query/Prometheus-8                 70.61Ki ±  1%    70.79Ki ±  1%         ~ (p=1.000 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_range_query_with_100_steps/Mimir-8         70.20Ki ±  2%    70.19Ki ±  1%         ~ (p=0.732 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_range_query_with_100_steps/Prometheus-8    77.25Ki ±  2%    77.62Ki ±  1%         ~ (p=0.589 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_range_query_with_1000_steps/Mimir-8        77.26Ki ±  6%    76.58Ki ±  1%         ~ (p=1.000 n=6)
Query/sum_without_(l)(rate(a_2000[1m]))_/_sum_without_(l)(rate(b_2000[1m])),_range_query_with_1000_steps/Prometheus-8   100.4Ki ±  2%    100.4Ki ± 28%         ~ (p=0.937 n=6)
geomean                                                                                                                 89.46Ki          90.89Ki          +1.60%

@jhesketh jhesketh enabled auto-merge (squash) August 6, 2024 05:07
charleskorn
charleskorn approved these changes Aug 6, 2024
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Very nice stuff 🙂

@jhesketh jhesketh merged commit 866dfc8 into grafana:main Aug 6, 2024
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@charleskorn charleskorn mentioned this pull request Dec 4, 2024
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@jhesketh @charleskorn