diff --git a/lib/codeql.js b/lib/codeql.js
index 3ff1ae3d1..18817e5a7 100644
--- a/lib/codeql.js
+++ b/lib/codeql.js
@@ -90,6 +90,7 @@ async function getCodeQLBundleDownloadURL(bundleNames, githubAuth, githubUrl, mo
     }
     return `https://github.com/${CODEQL_DEFAULT_ACTION_REPOSITORY}/releases/download/${CODEQL_BUNDLE_VERSION}/${CODEQL_BUNDLE_NAME}`;
 }
+exports.getCodeQLBundleDownloadURL = getCodeQLBundleDownloadURL;
 // We have to download CodeQL manually because the toolcache doesn't support Accept headers.
 // This can be removed once https://github.com/actions/toolkit/pull/530 is merged and released.
 async function toolcacheDownloadTool(url, headers, tempDir, logger) {
@@ -117,16 +118,16 @@ async function setupCodeQL(codeqlURL, languages, githubAuth, githubUrl, tempDir,
     if (process.platform === 'win32') {
         platform = "win64";
     }
-    else if (process.platform == 'linux') {
+    else if (process.platform === 'linux') {
         platform = "linux64";
     }
-    else if (process.platform == 'darwin') {
+    else if (process.platform === 'darwin') {
         platform = "osx64";
     }
     else {
         throw new Error("Unsupported platform: " + process.platform);
     }
-    if (languages.length == 1) {
+    if (languages.length === 1) {
         plVersion = `${platform}-${languages[0]}`;
     }
     try {
@@ -154,15 +155,14 @@ async function setupCodeQL(codeqlURL, languages, githubAuth, githubUrl, tempDir,
             const codeqlToolcacheVersion = plVersion ? `${codeqlURLVersion}-${plVersion}` : codeqlURLVersion;
             logger.debug(`CodeQL not found in cache`);
             if (!codeqlURL) {
-                const bundles = [CODEQL_BUNDLE_NAME.replace("-bundle", `-bundle-${plVersion}`),
+                // Provide a few options, from smaller to bigger
+                const bundles = [
+                    CODEQL_BUNDLE_NAME.replace("-bundle", `-bundle-${plVersion}`),
                     CODEQL_BUNDLE_NAME.replace("-bundle", `-bundle-${platform}`),
-                    CODEQL_BUNDLE_NAME];
+                    CODEQL_BUNDLE_NAME,
+                ];
                 codeqlURL = await getCodeQLBundleDownloadURL(bundles, githubAuth, githubUrl, mode, logger);
             }
-            else if (plVersion) {
-                let pkgName = CODEQL_BUNDLE_NAME.replace("-bundle", `-${plVersion}`);
-                codeqlURL = codeqlURL.replace(CODEQL_BUNDLE_NAME, pkgName);
-            }
             logger.debug(`Using CodeQL URL: ${codeqlURL}`);
             const headers = { accept: 'application/octet-stream' };
             // We only want to provide an authorization header if we are downloading
diff --git a/lib/codeql.js.map b/lib/codeql.js.map
index b124e40c7..d76a01f39 100644
--- a/lib/codeql.js.map
+++ b/lib/codeql.js.map
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/lib/codeql.test.js b/lib/codeql.test.js
index d820b07e5..598de18ea 100644
--- a/lib/codeql.test.js
+++ b/lib/codeql.test.js
@@ -14,11 +14,14 @@ const toolcache = __importStar(require("@actions/tool-cache"));
 const ava_1 = __importDefault(require("ava"));
 const nock_1 = __importDefault(require("nock"));
 const path = __importStar(require("path"));
+const sinon_1 = __importDefault(require("sinon"));
+const api = __importStar(require("./api-client"));
+const github = __importStar(require("@actions/github"));
 const codeql = __importStar(require("./codeql"));
+const languages_1 = require("./languages");
 const logging_1 = require("./logging");
 const testing_utils_1 = require("./testing-utils");
 const util = __importStar(require("./util"));
-const languages_1 = require("./languages");
 testing_utils_1.setupTests(ava_1.default);
 ava_1.default('download codeql bundle cache', async (t) => {
     await util.withTmpDir(async (tmpDir) => {
@@ -27,20 +30,19 @@ ava_1.default('download codeql bundle cache', async (t) => {
             [languages_1.Language.cpp],
             [languages_1.Language.cpp, languages_1.Language.python] // Multi-language requires the full bundle
         ];
-        const platform = process.platform == 'win32' ? 'win64' :
-            process.platform == 'linux' ? 'linux64' :
-                process.platform == 'darwin' ? 'osx64' : undefined;
+        const platform = process.platform === 'win32' ? 'win64' :
+            process.platform === 'linux' ? 'linux64' :
+                process.platform === 'darwin' ? 'osx64' : undefined;
         for (let i = 0; i < versions.length; i++) {
             for (let j = 0; j < languages.length; j++) {
                 const version = versions[i];
-                const plVersion = (languages[j].length == 1) ? `${platform}-${languages[j][0]}` : undefined;
+                const plVersion = (languages[j].length === 1) ? `${platform}-${languages[j][0]}` : undefined;
                 const pkg = plVersion ? `codeql-${plVersion}.tar.gz` : `codeql-bundle.tar.gz`;
                 nock_1.default('https://example.com')
                     .get(`/download/codeql-bundle-${version}/${pkg}`)
                     .replyWithFile(200, path.join(__dirname, `/../src/testdata/codeql-bundle.tar.gz`));
                 await codeql.setupCodeQL(`https://example.com/download/codeql-bundle-${version}/codeql-bundle.tar.gz`, languages[j], 'token', 'https://github.example.com', tmpDir, tmpDir, 'runner', logging_1.getRunnerLogger(true));
                 const toolcacheVersion = plVersion ? `0.0.0-${version}-${plVersion}` : `0.0.0-${version}`;
-                console.debug(toolcacheVersion);
                 t.assert(toolcache.find('CodeQL', toolcacheVersion), `Looking for ${toolcacheVersion} - ${plVersion}`);
             }
         }
@@ -64,10 +66,22 @@ ava_1.default('use codeql bundle cache if pl version is not available', async (t
         t.is(toolcache.findAllVersions('CodeQL').length, 1);
     });
 });
-// test('use larger bundles if smaller ones are unavailble', async t => {
-//   // TODO: This should check the fallback behavior of getCodeQLBundleDownloadURL
-//    t.fail()
-// });
+ava_1.default('use larger bundles if smaller ones are unavailble', async (t) => {
+    // Mock the API client
+    let client = new github.GitHub('123');
+    const response = {
+        data: { 'assets': [
+                { 'name': 'full-bundle', 'url': 'url/file.gz' },
+            ] },
+    };
+    let getReleaseByTagMock = sinon_1.default.stub(client.repos, "getReleaseByTag").resolves(response);
+    sinon_1.default.stub(api, "getApiClient").value(() => client);
+    // Setting this env is required by a dependency of getCodeQLBundleDownloadURL
+    process.env['RUNNER_TEMP'] = "abc";
+    let codeqlURL = await codeql.getCodeQLBundleDownloadURL(['small-bundle', 'full-bundle'], "", "", 'actions', logging_1.getRunnerLogger(true));
+    t.deepEqual(codeqlURL, 'url/file.gz');
+    t.assert(getReleaseByTagMock.called);
+});
 ava_1.default('parse codeql bundle url version', t => {
     const tests = {
         '20200601': '0.0.0-20200601',
diff --git a/lib/codeql.test.js.map b/lib/codeql.test.js.map
index e24fd4952..bb9816d21 100644
--- a/lib/codeql.test.js.map
+++ b/lib/codeql.test.js.map
@@ -1 +1 @@
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diff --git a/lib/config-utils.test.js.map b/lib/config-utils.test.js.map
index 1a02462bc..b5cc676a4 100644
--- a/lib/config-utils.test.js.map
+++ b/lib/config-utils.test.js.map
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\ No newline at end of file
diff --git a/lib/init.js.map b/lib/init.js.map
index 07749728d..a5d023127 100644
--- a/lib/init.js.map
+++ b/lib/init.js.map
@@ -1 +1 @@
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\ No newline at end of file
+{"version":3,"file":"init.js","sourceRoot":"","sources":["../src/init.ts"],"names":[],"mappings":";;;;;;;;;AAAA,0EAA4D;AAC5D,uCAAyB;AACzB,2CAA6B;AAE7B,gEAAkD;AAClD,qCAA+C;AAC/C,4DAA8C;AAG9C,mDAAwE;AACxE,6CAA+B;AAGxB,KAAK,UAAU,UAAU,CAC9B,SAA6B,EAC7B,SAAqB,EACrB,UAAkB,EAClB,SAAiB,EACjB,OAAe,EACf,QAAgB,EAChB,IAAe,EACf,MAAc;IAEd,MAAM,CAAC,UAAU,CAAC,oBAAoB,CAAC,CAAC;IAExC,MAAM,MAAM,GAAG,MAAM,oBAAW,CAC9B,SAAS,EACT,SAAS,EACT,UAAU,EACV,SAAS,EACT,OAAO,EACP,QAAQ,EACR,IAAI,EACJ,MAAM,CAAC,CAAC;IACV,MAAM,MAAM,CAAC,YAAY,EAAE,CAAC;IAC5B,MAAM,CAAC,QAAQ,EAAE,CAAC;IAClB,OAAO,MAAM,CAAC;AAChB,CAAC;AAxBD,gCAwBC;AAEM,KAAK,UAAU,UAAU,CAC9B,SAAqB,EACrB,YAAgC,EAChC,UAA8B,EAC9B,OAAe,EACf,YAAoB,EACpB,MAAc,EACd,YAAoB,EACpB,UAAkB,EAClB,SAAiB,EACjB,MAAc;IAEd,MAAM,CAAC,UAAU,CAAC,6BAA6B,CAAC,CAAC;IACjD,MAAM,MAAM,GAAG,MAAM,WAAW,CAAC,UAAU,CACzC,SAAS,EACT,YAAY,EACZ,UAAU,EACV,OAAO,EACP,YAAY,EACZ,MAAM,EACN,YAAY,EACZ,UAAU,EACV,SAAS,EACT,MAAM,CAAC,CAAC;IACV,aAAa,CAAC,uBAAuB,CAAC,MAAM,EAAE,MAAM,CAAC,CAAC;IACtD,MAAM,CAAC,QAAQ,EAAE,CAAC;IAClB,OAAO,MAAM,CAAC;AAChB,CAAC;AA3BD,gCA2BC;AAEM,KAAK,UAAU,OAAO,CAC3B,MAAc,EACd,MAA0B;IAE1B,MAAM,UAAU,GAAG,IAAI,CAAC,OAAO,EAAE,CAAC;IAElC,EAAE,CAAC,SAAS,CAAC,IAAI,CAAC,qBAAqB,CAAC,MAAM,CAAC,OAAO,CAAC,EAAE,EAAE,SAAS,EAAE,IAAI,EAAE,CAAC,CAAC;IAE9E,sEAAsE;IACtE,KAAK,IAAI,QAAQ,IAAI,MAAM,CAAC,SAAS,EAAE;QACrC,yBAAyB;QACzB,MAAM,MAAM,CAAC,YAAY,CAAC,IAAI,CAAC,qBAAqB,CAAC,MAAM,CAAC,OAAO,EAAE,QAAQ,CAAC,EAAE,QAAQ,EAAE,UAAU,CAAC,CAAC;KACvG;IAED,OAAO,MAAM,uCAAuB,CAAC,MAAM,EAAE,MAAM,CAAC,CAAC;AACvD,CAAC;AAfD,0BAeC;AAED,sEAAsE;AACtE,4EAA4E;AAC5E,4EAA4E;AAC5E,6EAA6E;AAC7E,+CAA+C;AACxC,KAAK,UAAU,mBAAmB,CACvC,WAA+B,EAC/B,YAAgC,EAChC,MAA0B,EAC1B,MAAc,EACd,YAA0B;IAE1B,IAAI,MAAc,CAAC;IACnB,IAAI,WAAW,KAAK,SAAS,EAAE;QAC7B,MAAM,GAAG;;;;;;;;;;;;uCAY0B,WAAW;;8BAEpB,WAAW;;;;;;;;gDAQO,CAAC;KAC9C;SAAM;QACL,oEAAoE;QACpE,mFAAmF;QACnF,+EAA+E;QAC/E,kFAAkF;QAClF,6EAA6E;QAC7E,oFAAoF;QACpF,6CAA6C;QAC7C,YAAY,GAAG,YAAY,IAAI,CAAC,CAAC;QACjC,MAAM,GAAG;;;;;;;;4BAQe,YAAY;;;;;;;;;;;;;;;;;gDAiBQ,CAAC;KAC9C;IAED,MAAM,gBAAgB,GAAG,IAAI,CAAC,IAAI,CAAC,MAAM,CAAC,OAAO,EAAE,mBAAmB,CAAC,CAAC;IACxE,EAAE,CAAC,aAAa,CAAC,gBAAgB,EAAE,MAAM,CAAC,CAAC;IAE3C,MAAM,IAAI,WAAW,CAAC,UAAU,CAC9B,YAAY,EACZ;QACE,kBAAkB,EAAE,QAAQ;QAC5B,OAAO,EAAE,gBAAgB;QACzB,IAAI,CAAC,OAAO,CAAC,IAAI,CAAC,OAAO,CAAC,MAAM,CAAC,OAAO,EAAE,CAAC,EAAE,OAAO,EAAE,OAAO,EAAE,YAAY,CAAC;KAC7E,EACD,EAAE,GAAG,EAAE,EAAE,4BAA4B,EAAE,YAAY,CAAC,IAAI,EAAE,EAAE,CAAC,CAAC,IAAI,EAAE,CAAC;AACzE,CAAC;AAhFD,kDAgFC"}
\ No newline at end of file
diff --git a/src/codeql.test.ts b/src/codeql.test.ts
index 93b5ea4b0..f6d24ea23 100644
--- a/src/codeql.test.ts
+++ b/src/codeql.test.ts
@@ -1,9 +1,14 @@
+import * as github from "@actions/github";
 import * as toolcache from '@actions/tool-cache';
 import test from 'ava';
 import nock from 'nock';
 import * as path from 'path';
+import sinon from 'sinon';
 
+
+import * as api from './api-client';
 import * as codeql from './codeql';
+import * as defaults from './defaults.json'; // Referenced from codeql-action-sync-tool!
 import { Language } from './languages';
 import { getRunnerLogger } from './logging';
 import {setupTests} from './testing-utils';
@@ -12,7 +17,8 @@ import * as util from './util';
 
 setupTests(test);
 
-test('download codeql bundle cache', async t => {
+test('download and populate codeql bundle cache', async t => {
+
   await util.withTmpDir(async tmpDir => {
     const versions = ['20200601', '20200610'];
     const languages: Language[][] = [
@@ -24,16 +30,15 @@ test('download codeql bundle cache', async t => {
                      process.platform === 'linux' ? 'linux64' :
                      process.platform === 'darwin' ? 'osx64' : undefined;
 
-
     for (let i = 0; i < versions.length; i++) {
       for (let j = 0; j < languages.length; j++) {
         const version = versions[i];
         const plVersion = (languages[j].length === 1) ? `${platform}-${languages[j][0]}` : undefined;
-        const pkg = plVersion ? `codeql-${plVersion}.tar.gz` : `codeql-bundle.tar.gz`;
+
 
         nock('https://example.com')
-        .get(`/download/codeql-bundle-${version}/${pkg}`)
-        .replyWithFile(200, path.join(__dirname, `/../src/testdata/codeql-bundle.tar.gz`));
+          .get(`/download/codeql-bundle-${version}/codeql-bundle.tar.gz`)
+          .replyWithFile(200, path.join(__dirname, `/../src/testdata/codeql-bundle.tar.gz`));
 
         await codeql.setupCodeQL(
           `https://example.com/download/codeql-bundle-${version}/codeql-bundle.tar.gz`,
@@ -46,19 +51,81 @@ test('download codeql bundle cache', async t => {
           getRunnerLogger(true));
 
         const toolcacheVersion = plVersion ? `0.0.0-${version}-${plVersion}` : `0.0.0-${version}`;
-        t.assert(toolcache.find('CodeQL', toolcacheVersion), `Looking for ${toolcacheVersion} - ${plVersion}`);
+        t.assert(toolcache.find('CodeQL', toolcacheVersion), `Looking for ${toolcacheVersion}`);
       }
     }
 
     const cachedVersions = toolcache.findAllVersions('CodeQL');
-
     t.is(cachedVersions.length, 4);
   });
 });
 
 
-test('use codeql bundle cache if pl version is not available', async t => {
-  // If we look for a pl version but find in cache the bundle, we use the bundle
+test('download small codeql bundle if analyzing only one language', async t => {
+  // Note: We do not specify a codeqlURL in this test, thus testing that
+  //       the logic for constructing the URL takes into account the
+  //       language being analyzed
+  await util.withTmpDir(async tmpDir => {
+    const languages: Language[][] = [
+      [Language.cpp],
+      [Language.cpp, Language.python] // Multi-language requires the full bundle
+    ];
+
+    const platform = process.platform === 'win32' ? 'win64' :
+                     process.platform === 'linux' ? 'linux64' :
+                     process.platform === 'darwin' ? 'osx64' : undefined;
+
+    for (let i = 0; i < languages.length; i++) {
+      const plVersion = (languages[i].length === 1) ? `${platform}-${languages[i][0]}` : undefined;
+      const pkg = plVersion ? `codeql-bundle-${plVersion}.tar.gz` : 'codeql-bundle.tar.gz';
+
+      // Mock the API client
+      let client = new github.GitHub('123');
+      const response = {
+        data: {
+          'assets': [
+            {
+              'name': `codeql-bundle-${platform}-cpp.tar.gz`,
+              'url': `https://github.example.com/url/codeql-bundle-${platform}-cpp.tar.gz`
+            },
+            {
+              'name': 'codeql-bundle.tar.gz',
+              'url': 'https://github.example.com/url/codeql-bundle.tar.gz'
+            },
+          ]
+        },
+      };
+      sinon.stub(client.repos, "getReleaseByTag").resolves(response as any);
+      sinon.stub(api, "getApiClient").value(() => client);
+
+      nock('https://github.example.com')
+        .get(`/url/${pkg}`)
+        .replyWithFile(200, path.join(__dirname, `/../src/testdata/codeql-bundle.tar.gz`));
+
+      await codeql.setupCodeQL(
+        undefined,
+        languages[i],
+        'token',
+        'https://github.example.com',
+        tmpDir,
+        tmpDir,
+        'runner',
+        getRunnerLogger(true));
+
+      const parsedVersion = codeql.getCodeQLURLVersion(`/${defaults.bundleVersion}/`, getRunnerLogger(true));
+      const toolcacheVersion = plVersion ? `${parsedVersion}-${plVersion}` : parsedVersion;
+      t.assert(toolcache.find('CodeQL', toolcacheVersion), `Looking for ${toolcacheVersion} - ${plVersion}`);
+    }
+
+    const cachedVersions = toolcache.findAllVersions('CodeQL');
+    t.is(cachedVersions.length, 2);
+  });
+});
+
+
+test('use full codeql bundle cache if smaller bundle is not available', async t => {
+  // If we look for a platform-language version but find the full bundle in the cache,
+  // we use the full bundle
   await util.withTmpDir(async tmpDir => {
     const version = '20200601';
 
@@ -96,12 +163,32 @@ test('use codeql bundle cache if pl version is not available', async t => {
   });
 });
 
-// test('use larger bundles if smaller ones are unavailble', async t => {
-//   // TODO: This should check the fallback behavior of getCodeQLBundleDownloadURL
-//    t.fail()
-// });
+test('use larger bundles if smaller ones are not released', async t => {
+  // Mock the API client
+  let client = new github.GitHub('123');
+  const response = {
+    data: {
+      'assets': [
+        { 'name': 'full-bundle', 'url': 'url/file.gz' },
+      ]
+    },
+  };
+  let getReleaseByTagMock = sinon.stub(client.repos, "getReleaseByTag").resolves(response as any);
+  sinon.stub(api, "getApiClient").value(() => client);
 
+  // Setting this env is required by a dependency of getCodeQLBundleDownloadURL
+  process.env['RUNNER_TEMP'] = "abc";
 
+  let codeqlURL = await codeql.getCodeQLBundleDownloadURL(
+    ['small-bundle', 'full-bundle'],
+    "",
+    "",
+    'actions',
+    getRunnerLogger(true));
+
+  t.deepEqual(codeqlURL, 'url/file.gz');
+  t.assert(getReleaseByTagMock.called);
+});
 
 test('parse codeql bundle url version', t => {
 
diff --git a/src/codeql.ts b/src/codeql.ts
index c0a3ada56..5f38df22b 100644
--- a/src/codeql.ts
+++ b/src/codeql.ts
@@ -126,7 +126,7 @@ function getCodeQLActionRepository(mode: util.Mode): string {
   return relativeScriptPathParts[0] + "/" + relativeScriptPathParts[1];
 }
 
-async function getCodeQLBundleDownloadURL(
+export async function getCodeQLBundleDownloadURL(
   bundleNames: string[],
   githubAuth: string,
   githubUrl: string,
@@ -211,7 +211,20 @@ export async function setupCodeQL(
   process.env['RUNNER_TEMP'] = tempDir;
   process.env['RUNNER_TOOL_CACHE'] = toolsDir;
 
-  // Compute package version
+  // The URL identifies the release version. E.g., codeql-20200901 .
+  // The plVersion identifies the platform-language combination of the package
+  // within the release. E.g., `linux64-cpp` in `codeql-linux64-cpp.tar.gz`.
+  // We expect the codeqlUrl (when given) to always point to the main bundle
+  // `codeql-bundle.tar.gz`
+  //
+  // The logic is as follows:
+  //  - Always use the Toolcache if available.
+  //    - If we would like a platform-language package, but have the
+  //      full bundle in the cache, use that.
+  //  - If codeqlURL is specified, use that.
+  //  - If a single language is being analyzed, try to download the platform-language package.
+  //    - If it is not available in the release assets, fallback to the full bundle
+  //  - If multiple languages are being anlyzed, use the full bundle
   let plVersion: string | undefined = undefined;
   let platform: string;
   if (process.platform === 'win32') {
@@ -228,12 +241,6 @@ export async function setupCodeQL(
   }
 
   try {
-    // The URL identifies the release version. E.g., codeql-20200901 .
-    // The plVersion identifies the platform-language combination of the package
-    // within the release. E.g., `linux64-cpp` in `codeql-linux64-cpp.tar.gz`.
-    // We expect the codeqlUrl (when given) to always point to the main bundle
-    // `codeql-bundle.tar.gz`
-
     const codeqlURLVersion = getCodeQLURLVersion(codeqlURL || `/${CODEQL_BUNDLE_VERSION}/`, logger);
 
     let codeqlFolder;
@@ -257,11 +264,14 @@ export async function setupCodeQL(
       const codeqlToolcacheVersion = plVersion ? `${codeqlURLVersion}-${plVersion}` : codeqlURLVersion;
       logger.debug(`CodeQL not found in cache`);
       if (!codeqlURL) {
-        const bundles = [
-          CODEQL_BUNDLE_NAME.replace("-bundle", `-bundle-${plVersion}`),
-          CODEQL_BUNDLE_NAME.replace("-bundle", `-bundle-${platform}`),
-          CODEQL_BUNDLE_NAME,
-        ];
+        // Provide a few options, from smaller to bigger
+        let bundles: string[] = [];
+        if (plVersion) {
+          bundles.push(CODEQL_BUNDLE_NAME.replace("-bundle", `-bundle-${plVersion}`));
+        }
+        bundles.push(CODEQL_BUNDLE_NAME.replace("-bundle", `-bundle-${platform}`));
+        bundles.push(CODEQL_BUNDLE_NAME);
+
         codeqlURL = await getCodeQLBundleDownloadURL(bundles, githubAuth, githubUrl, mode, logger);
       }
       logger.debug(`Using CodeQL URL: ${codeqlURL}`);