diff --git a/lib/codeql.test.js b/lib/codeql.test.js
index 8304841861..87c2cdd0d0 100644
--- a/lib/codeql.test.js
+++ b/lib/codeql.test.js
@@ -216,66 +216,50 @@ for (const { cliVersion, expectedToolcacheVersion, } of EXPLICITLY_REQUESTED_BUN
         });
     });
 }
-for (const { isCached, tagName, toolcacheCliVersion } of [
+for (const { githubReleases, toolcacheVersion } of [
+    // Test that we use the tools from the toolcache when `SAMPLE_DEFAULT_CLI_VERSION` is requested
+    // and `SAMPLE_DEFAULT_CLI_VERSION-` is in the toolcache.
     {
-        isCached: true,
-        tagName: "codeql-bundle-20230101",
-        toolcacheCliVersion: SAMPLE_DEFAULT_CLI_VERSION.cliVersion,
+        toolcacheVersion: SAMPLE_DEFAULT_CLI_VERSION.cliVersion,
     },
     {
-        isCached: true,
-        // By leaving toolcacheCliVersion undefined, the bundle will be installed
-        // into the toolcache as `${SAMPLE_DEFAULT_CLI_VERSION.cliVersion}-20230101`.
-        // This lets us test that `x.y.z-yyyymmdd` toolcache versions are used if an
-        // `x.y.z` version isn't in the toolcache.
-        tagName: `codeql-bundle-${SAMPLE_DEFAULT_CLI_VERSION.cliVersion}-20230101`,
+        githubReleases: {
+            "codeql-bundle-20230101": `cli-version-${SAMPLE_DEFAULT_CLI_VERSION.cliVersion}.txt`,
+        },
+        toolcacheVersion: "0.0.0-20230101",
     },
     {
-        isCached: false,
-        tagName: "codeql-bundle-20230101",
+        toolcacheVersion: `${SAMPLE_DEFAULT_CLI_VERSION.cliVersion}-20230101`,
     },
 ]) {
-    (0, ava_1.default)(`uses default version on Dotcom when default version bundle ${tagName} is ${isCached ? "" : "not "}cached`, async (t) => {
+    (0, ava_1.default)(`uses tools from toolcache when ${SAMPLE_DEFAULT_CLI_VERSION.cliVersion} is requested and ` +
+        `${toolcacheVersion} is installed`, async (t) => {
         await util.withTmpDir(async (tmpDir) => {
             (0, testing_utils_1.setupActionsVars)(tmpDir, tmpDir);
-            if (isCached) {
-                await installIntoToolcache({
-                    cliVersion: toolcacheCliVersion,
-                    tagName,
-                    isPinned: true,
-                    tmpDir,
-                });
-            }
-            else {
-                mockDownloadApi({
-                    tagName,
-                });
+            sinon
+                .stub(toolcache, "find")
+                .withArgs("CodeQL", toolcacheVersion)
+                .returns("path/to/cached/codeql");
+            sinon.stub(toolcache, "findAllVersions").returns([toolcacheVersion]);
+            if (githubReleases) {
                 sinon.stub(api, "getApiClient").value(() => ({
                     repos: {
                         listReleases: sinon.stub().resolves(undefined),
                     },
-                    paginate: sinon.stub().resolves([
-                        {
-                            assets: [
-                                {
-                                    name: "cli-version-2.0.0.txt",
-                                },
-                            ],
-                            tag_name: tagName,
-                        },
-                    ]),
+                    paginate: sinon.stub().resolves(Object.entries(githubReleases).map(([releaseTagName, cliVersionMarkerFile]) => ({
+                        assets: [
+                            {
+                                name: cliVersionMarkerFile,
+                            },
+                        ],
+                        tag_name: releaseTagName,
+                    }))),
                 }));
             }
             const result = await codeql.setupCodeQL(undefined, sampleApiDetails, tmpDir, util.GitHubVariant.DOTCOM, false, SAMPLE_DEFAULT_CLI_VERSION, (0, logging_1.getRunnerLogger)(true), false);
             t.is(result.toolsVersion, SAMPLE_DEFAULT_CLI_VERSION.cliVersion);
-            if (isCached) {
-                t.is(result.toolsSource, init_1.ToolsSource.Toolcache);
-                t.is(result.toolsDownloadDurationMs, undefined);
-            }
-            else {
-                t.is(result.toolsSource, init_1.ToolsSource.Download);
-                t.is(typeof result.toolsDownloadDurationMs, "number");
-            }
+            t.is(result.toolsSource, init_1.ToolsSource.Toolcache);
+            t.is(result.toolsDownloadDurationMs, undefined);
         });
     });
 }
diff --git a/lib/codeql.test.js.map b/lib/codeql.test.js.map
index 1acc7d6006..2b04f36720 100644
--- a/lib/codeql.test.js.map
+++ b/lib/codeql.test.js.map
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/lib/setup-codeql.js b/lib/setup-codeql.js
index f87c1b3712..30b2dcc909 100644
--- a/lib/setup-codeql.js
+++ b/lib/setup-codeql.js
@@ -211,12 +211,19 @@ async function getCodeQLBundleDownloadURL(tagName, apiDetails, variant, logger)
     }
     return `https://github.com/${exports.CODEQL_DEFAULT_ACTION_REPOSITORY}/releases/download/${tagName}/${codeQLBundleName}`;
 }
+function getBundleVersionFromTagName(tagName) {
+    const match = tagName.match(/^codeql-bundle-(.*)$/);
+    if (match === null || match.length < 2) {
+        throw new Error(`Malformed bundle tag name: ${tagName}. Bundle version could not be inferred`);
+    }
+    return match[1];
+}
 function getBundleVersionFromUrl(url) {
-    const match = url.match(/\/codeql-bundle-(.*)\//);
+    const match = url.match(/\/(codeql-bundle-.*)\//);
     if (match === null || match.length < 2) {
         throw new Error(`Malformed tools url: ${url}. Bundle version could not be inferred`);
     }
-    return match[1];
+    return getBundleVersionFromTagName(match[1]);
 }
 exports.getBundleVersionFromUrl = getBundleVersionFromUrl;
 function convertToSemVer(version, logger) {
@@ -349,14 +356,14 @@ async function getCodeQLSource(toolsInput, bypassToolcache, defaultCliVersion, a
         }
     }
     if (!codeqlFolder && requestedVersion.cliVersion) {
-        // Fall back to accepting a `0.0.0-<tagName>` version if we didn't find the
+        // Fall back to accepting a `0.0.0-<bundleVersion>` version if we didn't find the
         // `x.y.z` version. This is to support old versions of the toolcache.
         //
         // If we are on Dotcom, we will make an HTTP request to the Releases API here
         // to find the tag name for the requested version.
         tagName =
             tagName || (await getOrFindBundleTagName(requestedVersion, logger));
-        const fallbackVersion = convertToSemVer(tagName, logger);
+        const fallbackVersion = convertToSemVer(getBundleVersionFromTagName(tagName), logger);
         logger.debug(`Computed a fallback toolcache version number of ${fallbackVersion} for CodeQL tools version ` +
             `${requestedVersion.cliVersion}.`);
         codeqlFolder = toolcache.find("CodeQL", fallbackVersion);
diff --git a/lib/setup-codeql.js.map b/lib/setup-codeql.js.map
index fdd0ef5fd6..4d8b7cc0ca 100644
--- a/lib/setup-codeql.js.map
+++ b/lib/setup-codeql.js.map
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/src/codeql.test.ts b/src/codeql.test.ts
index f50258d8d7..93526ed993 100644
--- a/src/codeql.test.ts
+++ b/src/codeql.test.ts
@@ -298,80 +298,71 @@ for (const {
   });
 }
 
-for (const { isCached, tagName, toolcacheCliVersion } of [
+for (const { githubReleases, toolcacheVersion } of [
+  // Test that we use the tools from the toolcache when `SAMPLE_DEFAULT_CLI_VERSION` is requested
+  // and `SAMPLE_DEFAULT_CLI_VERSION-` is in the toolcache.
   {
-    isCached: true,
-    tagName: "codeql-bundle-20230101",
-    toolcacheCliVersion: SAMPLE_DEFAULT_CLI_VERSION.cliVersion,
+    toolcacheVersion: SAMPLE_DEFAULT_CLI_VERSION.cliVersion,
   },
   {
-    isCached: true,
-    // By leaving toolcacheCliVersion undefined, the bundle will be installed
-    // into the toolcache as `${SAMPLE_DEFAULT_CLI_VERSION.cliVersion}-20230101`.
-    // This lets us test that `x.y.z-yyyymmdd` toolcache versions are used if an
-    // `x.y.z` version isn't in the toolcache.
-    tagName: `codeql-bundle-${SAMPLE_DEFAULT_CLI_VERSION.cliVersion}-20230101`,
+    githubReleases: {
+      "codeql-bundle-20230101": `cli-version-${SAMPLE_DEFAULT_CLI_VERSION.cliVersion}.txt`,
+    },
+    toolcacheVersion: "0.0.0-20230101",
   },
   {
-    isCached: false,
-    tagName: "codeql-bundle-20230101",
+    toolcacheVersion: `${SAMPLE_DEFAULT_CLI_VERSION.cliVersion}-20230101`,
   },
 ]) {
-  test(`uses default version on Dotcom when default version bundle ${tagName} is ${
-    isCached ? "" : "not "
-  }cached`, async (t) => {
-    await util.withTmpDir(async (tmpDir) => {
-      setupActionsVars(tmpDir, tmpDir);
-
-      if (isCached) {
-        await installIntoToolcache({
-          cliVersion: toolcacheCliVersion,
-          tagName,
-          isPinned: true,
-          tmpDir,
-        });
-      } else {
-        mockDownloadApi({
-          tagName,
-        });
-        sinon.stub(api, "getApiClient").value(() => ({
-          repos: {
-            listReleases: sinon.stub().resolves(undefined),
-          },
-          paginate: sinon.stub().resolves([
-            {
-              assets: [
-                {
-                  name: "cli-version-2.0.0.txt",
-                },
-              ],
-              tag_name: tagName,
+  test(
+    `uses tools from toolcache when ${SAMPLE_DEFAULT_CLI_VERSION.cliVersion} is requested and ` +
+      `${toolcacheVersion} is installed`,
+    async (t) => {
+      await util.withTmpDir(async (tmpDir) => {
+        setupActionsVars(tmpDir, tmpDir);
+
+        sinon
+          .stub(toolcache, "find")
+          .withArgs("CodeQL", toolcacheVersion)
+          .returns("path/to/cached/codeql");
+        sinon.stub(toolcache, "findAllVersions").returns([toolcacheVersion]);
+
+        if (githubReleases) {
+          sinon.stub(api, "getApiClient").value(() => ({
+            repos: {
+              listReleases: sinon.stub().resolves(undefined),
             },
-          ]),
-        }));
-      }
-
-      const result = await codeql.setupCodeQL(
-        undefined,
-        sampleApiDetails,
-        tmpDir,
-        util.GitHubVariant.DOTCOM,
-        false,
-        SAMPLE_DEFAULT_CLI_VERSION,
-        getRunnerLogger(true),
-        false
-      );
-      t.is(result.toolsVersion, SAMPLE_DEFAULT_CLI_VERSION.cliVersion);
-
-      if (isCached) {
+            paginate: sinon.stub().resolves(
+              Object.entries(githubReleases).map(
+                ([releaseTagName, cliVersionMarkerFile]) => ({
+                  assets: [
+                    {
+                      name: cliVersionMarkerFile,
+                    },
+                  ],
+                  tag_name: releaseTagName,
+                })
+              )
+            ),
+          }));
+        }
+
+        const result = await codeql.setupCodeQL(
+          undefined,
+          sampleApiDetails,
+          tmpDir,
+          util.GitHubVariant.DOTCOM,
+          false,
+          SAMPLE_DEFAULT_CLI_VERSION,
+          getRunnerLogger(true),
+          false
+        );
+        t.is(result.toolsVersion, SAMPLE_DEFAULT_CLI_VERSION.cliVersion);
         t.is(result.toolsSource, ToolsSource.Toolcache);
         t.is(result.toolsDownloadDurationMs, undefined);
-      } else {
-        t.is(result.toolsSource, ToolsSource.Download);
-        t.is(typeof result.toolsDownloadDurationMs, "number");
-      }
-    });
-  });
+      });
+    }
+  );
 }
 
 for (const variant of [util.GitHubVariant.GHAE, util.GitHubVariant.GHES]) {
diff --git a/src/setup-codeql.ts b/src/setup-codeql.ts
index 434699f954..27548158a4 100644
--- a/src/setup-codeql.ts
+++ b/src/setup-codeql.ts
@@ -241,14 +241,24 @@ async function getCodeQLBundleDownloadURL(
   return `https://github.com/${CODEQL_DEFAULT_ACTION_REPOSITORY}/releases/download/${tagName}/${codeQLBundleName}`;
 }
 
+function getBundleVersionFromTagName(tagName: string): string {
+  const match = tagName.match(/^codeql-bundle-(.*)$/);
+  if (match === null || match.length < 2) {
+    throw new Error(
+      `Malformed bundle tag name: ${tagName}. Bundle version could not be inferred`
+    );
+  }
+  return match[1];
+}
+
 export function getBundleVersionFromUrl(url: string): string {
-  const match = url.match(/\/codeql-bundle-(.*)\//);
+  const match = url.match(/\/(codeql-bundle-.*)\//);
   if (match === null || match.length < 2) {
     throw new Error(
       `Malformed tools url: ${url}. Bundle version could not be inferred`
     );
   }
-  return match[1];
+  return getBundleVersionFromTagName(match[1]);
 }
 
 export function convertToSemVer(version: string, logger: Logger): string {
@@ -448,14 +458,17 @@ export async function getCodeQLSource(
   }
 
   if (!codeqlFolder && requestedVersion.cliVersion) {
-    // Fall back to accepting a `0.0.0-<tagName>` version if we didn't find the
+    // Fall back to accepting a `0.0.0-<bundleVersion>` version if we didn't find the
     // `x.y.z` version. This is to support old versions of the toolcache.
     //
     // If we are on Dotcom, we will make an HTTP request to the Releases API here
     // to find the tag name for the requested version.
     tagName =
       tagName || (await getOrFindBundleTagName(requestedVersion, logger));
-    const fallbackVersion = convertToSemVer(tagName, logger);
+    const fallbackVersion = convertToSemVer(
+      getBundleVersionFromTagName(tagName),
+      logger
+    );
     logger.debug(
       `Computed a fallback toolcache version number of ${fallbackVersion} for CodeQL tools version ` +
         `${requestedVersion.cliVersion}.`