diff --git a/tools/pd-heartbeat-bench/main.go b/tools/pd-heartbeat-bench/main.go
index 72a58fdd3da..1ae8505e864 100644
--- a/tools/pd-heartbeat-bench/main.go
+++ b/tools/pd-heartbeat-bench/main.go
@@ -19,6 +19,7 @@ import (
 	"flag"
 	"fmt"
 	"log"
+	"math/rand"
 	"time"
 
 	"github.com/pingcap/kvproto/pkg/metapb"
@@ -29,13 +30,22 @@ import (
 
 var (
 	pdAddr            = flag.String("pd", "127.0.0.1:2379", "pd address")
-	storeCount        = flag.Int("store", 20, "store count")
-	regionCount       = flag.Uint64("region", 1000000, "region count")
-	keyLen            = flag.Int("keylen", 56, "key length")
+	storeCount        = flag.Int("store", 40, "store count")
+	regionCount       = flag.Int("region", 1000000, "region count")
+	keyLen            = flag.Int("key-len", 56, "key length")
 	replica           = flag.Int("replica", 3, "replica count")
-	regionUpdateRatio = flag.Float64("region-update-ratio", 0.05, "ratio of the region need to update")
+	leaderUpdateRatio = flag.Float64("leader", 0.06, "ratio of the region leader need to update, they need save-tree")
+	epochUpdateRatio  = flag.Float64("epoch", 0.04, "ratio of the region epoch need to update, they need save-kv")
+	spaceUpdateRatio  = flag.Float64("space", 0.15, "ratio of the region space need to update")
+	flowUpdateRatio   = flag.Float64("flow", 0.35, "ratio of the region flow need to update")
 	sample            = flag.Bool("sample", false, "sample per second")
-	heartbeatRounds   = flag.Int("heartbeat-rounds", 5, "total rounds of heartbeat")
+	heartbeatRounds   = flag.Int("heartbeat-rounds", 4, "total rounds of heartbeat")
+)
+
+const (
+	bytesUnit    = 1 << 23 // 8MB
+	keysUint     = 1 << 13 // 8K
+	intervalUint = 60      // 60s
 )
 
 var clusterID uint64
@@ -136,61 +146,168 @@ func newEndKey(id uint64) []byte {
 	return k
 }
 
-// Store simulates a TiKV to heartbeat.
-type Store struct {
-	id uint64
+// Regions simulates all regions to heartbeat.
+type Regions struct {
+	regions []*pdpb.RegionHeartbeatRequest
+
+	updateRound int
+
+	updateLeader []int
+	updateEpoch  []int
+	updateSpace  []int
+	updateFlow   []int
+}
+
+func (rs *Regions) init() {
+	rs.regions = make([]*pdpb.RegionHeartbeatRequest, 0, *regionCount)
+	rs.updateRound = 0
+
+	// Generate regions
+	id := uint64(1)
+	now := uint64(time.Now().Unix())
+
+	for i := 0; i < *regionCount; i++ {
+		region := &pdpb.RegionHeartbeatRequest{
+			Header: header(),
+			Region: &metapb.Region{
+				Id:          id,
+				StartKey:    newStartKey(id),
+				EndKey:      newEndKey(id),
+				RegionEpoch: &metapb.RegionEpoch{ConfVer: 2, Version: 1},
+			},
+			ApproximateSize: bytesUnit,
+			Interval: &pdpb.TimeInterval{
+				StartTimestamp: now,
+				EndTimestamp:   now + intervalUint,
+			},
+			ApproximateKeys: keysUint,
+			Term:            1,
+		}
+		id += 1
+
+		peers := make([]*metapb.Peer, 0, *replica)
+		for j := 0; j < *replica; j++ {
+			peers = append(peers, &metapb.Peer{Id: id, StoreId: uint64((i+j)%*storeCount + 1)})
+			id += 1
+		}
+
+		region.Region.Peers = peers
+		region.Leader = peers[0]
+		rs.regions = append(rs.regions, region)
+	}
+
+	// Generate sample index
+	slice := make([]int, *regionCount)
+	for i := range slice {
+		slice[i] = i
+	}
+
+	rand.Seed(0) // Ensure consistent behavior multiple times
+	pick := func(ratio float64) []int {
+		rand.Shuffle(*regionCount, func(i, j int) {
+			slice[i], slice[j] = slice[j], slice[i]
+		})
+		return append(slice[:0:0], slice[0:int(float64(*regionCount)*ratio)]...)
+	}
+
+	rs.updateLeader = pick(*leaderUpdateRatio)
+	rs.updateEpoch = pick(*epochUpdateRatio)
+	rs.updateSpace = pick(*spaceUpdateRatio)
+	rs.updateFlow = pick(*flowUpdateRatio)
+}
+
+func (rs *Regions) update() {
+	rs.updateRound += 1
+
+	// update leader
+	for _, i := range rs.updateLeader {
+		region := rs.regions[i]
+		region.Leader = region.Region.Peers[rs.updateRound%*replica]
+	}
+	// update epoch
+	for _, i := range rs.updateEpoch {
+		region := rs.regions[i]
+		region.Region.RegionEpoch.Version += 1
+	}
+	// update space
+	for _, i := range rs.updateSpace {
+		region := rs.regions[i]
+		region.ApproximateSize += bytesUnit
+		region.ApproximateKeys += keysUint
+	}
+	// update flow
+	for _, i := range rs.updateFlow {
+		region := rs.regions[i]
+		region.BytesWritten += bytesUnit
+		region.BytesRead += bytesUnit
+		region.KeysWritten += keysUint
+		region.KeysRead += keysUint
+	}
+	// update interval
+	for _, region := range rs.regions {
+		region.Interval.StartTimestamp = region.Interval.EndTimestamp
+		region.Interval.EndTimestamp = region.Interval.StartTimestamp + intervalUint
+	}
 }
 
-// Run runs the store.
-func (s *Store) Run(startNotifier chan report.Report, endNotifier chan struct{}) {
+func (rs *Regions) send(storeID uint64, startNotifier chan report.Report, endNotifier chan struct{}) {
 	cli := newClient()
 	stream, err := cli.RegionHeartbeat(context.TODO())
 	if err != nil {
 		log.Fatal(err)
 	}
-	var peers []*metapb.Peer
-	for i := 0; i < *replica; i++ {
-		storeID := s.id + uint64(i)
-		if storeID > uint64(*storeCount) {
-			storeID -= uint64(*storeCount)
-		}
-		peers = append(peers, &metapb.Peer{Id: uint64(i + 1), StoreId: storeID})
-	}
 
-	count := 1
 	for r := range startNotifier {
 		startTime := time.Now()
-		for regionID := s.id; regionID <= *regionCount+uint64(*storeCount); regionID += uint64(*storeCount) {
-			updateRegionCount := uint64(float64(*regionCount) * (*regionUpdateRatio) / float64(*storeCount))
-			storeUpdateRegionMaxID := s.id + updateRegionCount*uint64(*storeCount)
-			meta := &metapb.Region{
-				Id:          regionID,
-				Peers:       peers,
-				RegionEpoch: &metapb.RegionEpoch{ConfVer: 2, Version: 1},
-				StartKey:    newStartKey(regionID),
-				EndKey:      newEndKey(regionID),
-			}
-			if regionID < storeUpdateRegionMaxID {
-				meta.RegionEpoch.Version = uint64(count)
+		count := 0
+		for _, region := range rs.regions {
+			if region.Leader.StoreId != storeID {
+				continue
 			}
+			count += 1
 			reqStart := time.Now()
-			err = stream.Send(&pdpb.RegionHeartbeatRequest{
-				Header: header(),
-				Region: meta,
-				Leader: peers[0],
-			})
-
+			err = stream.Send(region)
 			r.Results() <- report.Result{Start: reqStart, End: time.Now(), Err: err}
 			if err != nil {
 				log.Fatal(err)
 			}
 		}
-		log.Printf("store %v finish heartbeat, cost time: %v", s.id, time.Since(startTime))
-		count++
+		log.Printf("store %v finish heartbeat, count: %v, cost time: %v", storeID, count, time.Since(startTime))
 		endNotifier <- struct{}{}
 	}
 }
 
+func (rs *Regions) result(sec float64) string {
+	if rs.updateRound == 0 {
+		// There was no difference in the first round
+		return ""
+	}
+
+	updated := make(map[int]struct{})
+	for _, i := range rs.updateLeader {
+		updated[i] = struct{}{}
+	}
+	for _, i := range rs.updateEpoch {
+		updated[i] = struct{}{}
+	}
+	for _, i := range rs.updateSpace {
+		updated[i] = struct{}{}
+	}
+	for _, i := range rs.updateFlow {
+		updated[i] = struct{}{}
+	}
+	inactiveCount := *regionCount - len(updated)
+
+	ret := "Update speed of each category:\n"
+	ret += fmt.Sprintf("  Requests/sec:   %12.4f\n", float64(*regionCount)/sec)
+	ret += fmt.Sprintf("  Save-Tree/sec:  %12.4f\n", float64(len(rs.updateLeader))/sec)
+	ret += fmt.Sprintf("  Save-KV/sec:    %12.4f\n", float64(len(rs.updateEpoch))/sec)
+	ret += fmt.Sprintf("  Save-Space/sec: %12.4f\n", float64(len(rs.updateSpace))/sec)
+	ret += fmt.Sprintf("  Save-Flow/sec:  %12.4f\n", float64(len(rs.updateFlow))/sec)
+	ret += fmt.Sprintf("  Skip/sec:       %12.4f\n", float64(inactiveCount)/sec)
+	return ret
+}
+
 func main() {
 	log.SetFlags(0)
 	flag.Parse()
@@ -203,30 +320,35 @@ func main() {
 	log.Println("finish put stores")
 	groupStartNotify := make([]chan report.Report, *storeCount+1)
 	groupEndNotify := make([]chan struct{}, *storeCount+1)
+	regions := new(Regions)
+	regions.init()
+
 	for i := 1; i <= *storeCount; i++ {
-		s := Store{id: uint64(i)}
 		startNotifier := make(chan report.Report)
 		endNotifier := make(chan struct{})
 		groupStartNotify[i] = startNotifier
 		groupEndNotify[i] = endNotifier
-		go s.Run(startNotifier, endNotifier)
+		go regions.send(uint64(i), startNotifier, endNotifier)
 	}
 
 	for i := 0; i < *heartbeatRounds; i++ {
 		log.Printf("\n--------- Bench heartbeat (Round %d) ----------\n", i+1)
-		report := newReport()
-		rs := report.Run()
+		repo := newReport()
+		rs := repo.Run()
 		// All stores start heartbeat.
+		startTime := time.Now()
 		for storeID := 1; storeID <= *storeCount; storeID++ {
 			startNotifier := groupStartNotify[storeID]
-			startNotifier <- report
+			startNotifier <- repo
 		}
 		// All stores finished heartbeat once.
 		for storeID := 1; storeID <= *storeCount; storeID++ {
 			<-groupEndNotify[storeID]
 		}
-
-		close(report.Results())
+		since := time.Since(startTime).Seconds()
+		close(repo.Results())
 		log.Println(<-rs)
+		log.Println(regions.result(since))
+		regions.update()
 	}
 }