diff --git a/lib/config-utils.js b/lib/config-utils.js
index 3727aa8c6..4b7480fb2 100644
--- a/lib/config-utils.js
+++ b/lib/config-utils.js
@@ -213,7 +213,7 @@ async function getRawLanguages(languagesInput, repository, logger) {
 /**
  * Get the default config for when the user has not supplied one.
  */
-async function getDefaultConfig({ languagesInput, queriesInput, packsInput, buildModeInput, dbLocation, trapCachingEnabled, debugMode, debugArtifactName, debugDatabaseName, repository, tempDir, codeql, githubVersion, features, logger, }) {
+async function getDefaultConfig({ languagesInput, queriesInput, packsInput, buildModeInput, dbLocation, trapCachingEnabled, dependencyCachingEnabled, debugMode, debugArtifactName, debugDatabaseName, repository, tempDir, codeql, githubVersion, features, logger, }) {
     const languages = await getLanguages(codeql, languagesInput, repository, logger);
     const buildMode = await parseBuildModeInput(buildModeInput, languages, features, logger);
     const augmentationProperties = calculateAugmentation(packsInput, queriesInput, languages);
@@ -232,6 +232,7 @@ async function getDefaultConfig({ languagesInput, queriesInput, packsInput, buil
         augmentationProperties,
         trapCaches,
         trapCacheDownloadTime,
+        dependencyCachingEnabled,
     };
 }
 async function downloadCacheWithTime(trapCachingEnabled, codeQL, languages, logger) {
@@ -247,7 +248,7 @@ async function downloadCacheWithTime(trapCachingEnabled, codeQL, languages, logg
 /**
  * Load the config from the given file.
  */
-async function loadConfig({ languagesInput, queriesInput, packsInput, buildModeInput, configFile, dbLocation, trapCachingEnabled, debugMode, debugArtifactName, debugDatabaseName, repository, tempDir, codeql, workspacePath, githubVersion, apiDetails, features, logger, }) {
+async function loadConfig({ languagesInput, queriesInput, packsInput, buildModeInput, configFile, dbLocation, trapCachingEnabled, dependencyCachingEnabled, debugMode, debugArtifactName, debugDatabaseName, repository, tempDir, codeql, workspacePath, githubVersion, apiDetails, features, logger, }) {
     let parsedYAML;
     if (isLocal(configFile)) {
         if (configFile !== userConfigFromActionPath(tempDir)) {
@@ -281,6 +282,7 @@ async function loadConfig({ languagesInput, queriesInput, packsInput, buildModeI
         augmentationProperties,
         trapCaches,
         trapCacheDownloadTime,
+        dependencyCachingEnabled,
     };
 }
 /**
diff --git a/lib/config-utils.js.map b/lib/config-utils.js.map
index 7ab446a37..76fd482b1 100644
--- a/lib/config-utils.js.map
+++ b/lib/config-utils.js.map
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/lib/config-utils.test.js b/lib/config-utils.test.js
index e0824a2dc..5b799b525 100644
--- a/lib/config-utils.test.js
+++ b/lib/config-utils.test.js
@@ -53,6 +53,7 @@ function createTestInitConfigInputs(overrides) {
         configInput: undefined,
         buildModeInput: undefined,
         trapCachingEnabled: false,
+        dependencyCachingEnabled: false,
         debugMode: false,
         debugArtifactName: "",
         debugDatabaseName: "",
@@ -286,6 +287,7 @@ function mockListLanguages(languages) {
             augmentationProperties: configUtils.defaultAugmentationProperties,
             trapCaches: {},
             trapCacheDownloadTime: 0,
+            dependencyCachingEnabled: false,
         };
         const languagesInput = "javascript";
         const configFilePath = createConfigFile(inputFileContents, tempDir);
diff --git a/lib/config-utils.test.js.map b/lib/config-utils.test.js.map
index bd4bad1fb..d824443b9 100644
--- a/lib/config-utils.test.js.map
+++ b/lib/config-utils.test.js.map
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/lib/init-action.js b/lib/init-action.js
index a664d8994..4b404eaca 100644
--- a/lib/init-action.js
+++ b/lib/init-action.js
@@ -181,6 +181,7 @@ async function run() {
             dbLocation: (0, actions_util_1.getOptionalInput)("db-location"),
             configInput: (0, actions_util_1.getOptionalInput)("config"),
             trapCachingEnabled: getTrapCachingEnabled(),
+            dependencyCachingEnabled: getDependencyCachingEnabled(),
             // Debug mode is enabled if:
             // - The `init` Action is passed `debug: true`.
             // - Actions step debugging is enabled (e.g. by [enabling debug logging for a rerun](https://docs.github.com/en/actions/managing-workflow-runs/re-running-workflows-and-jobs#re-running-all-the-jobs-in-a-workflow),
@@ -411,6 +412,27 @@ async function recordZstdAvailability(config, zstdAvailability) {
         },
     }));
 }
+/** Determines whether we are running in default setup. */
+function isDefaultSetup() {
+    // This is set to something in default setup runs.
+    // TODO: replace with something better, if there's something.
+    return process.env["CODE_SCANNING_WORKFLOW_FILE"] !== undefined;
+}
+/** Determines whether dependency caching is enabled. */
+function getDependencyCachingEnabled() {
+    // If the workflow specified something always respect that
+    const dependencyCaching = (0, actions_util_1.getOptionalInput)("dependency-caching");
+    if (dependencyCaching !== undefined)
+        return dependencyCaching === "true";
+    // On self-hosted runners which may have dependencies installed centrally, disable caching by default
+    if (!(0, util_1.isHostedRunner)())
+        return false;
+    // Disable in advanced workflows by default.
+    if (!isDefaultSetup())
+        return false;
+    // On hosted runners, enable dependency caching by default
+    return true;
+}
 async function runWrapper() {
     try {
         await run();
diff --git a/lib/init-action.js.map b/lib/init-action.js.map
index e98ae8947..d8612b828 100644
--- a/lib/init-action.js.map
+++ b/lib/init-action.js.map
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/lib/testing-utils.js b/lib/testing-utils.js
index 15169770e..692243110 100644
--- a/lib/testing-utils.js
+++ b/lib/testing-utils.js
@@ -271,6 +271,7 @@ function createTestConfig(overrides) {
         },
         trapCaches: {},
         trapCacheDownloadTime: 0,
+        dependencyCachingEnabled: false,
     }, overrides);
 }
 //# sourceMappingURL=testing-utils.js.map
\ No newline at end of file
diff --git a/lib/testing-utils.js.map b/lib/testing-utils.js.map
index 7ad9b1066..871f1d29c 100644
--- a/lib/testing-utils.js.map
+++ b/lib/testing-utils.js.map
@@ -1 +1 @@
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\ No newline at end of file
+{"version":3,"file":"testing-utils.js","sourceRoot":"","sources":["../src/testing-utils.ts"],"names":[],"mappings":";;;;;;;;;;;;;;;;;;;;;;;;;;;;;AAkFA,gCAoDC;AAID,4CAIC;AAOD,gDA0BC;AAGD,gEAwBC;AAED,kDAqBC;AAaD,8CASC;AAOD,wCASC;AAQD,sDAsCC;AAED,4CA0BC;AAjVD,yCAAwC;AACxC,gDAAwB;AAExB,wDAA0C;AAE1C,gDAAwB;AACxB,6CAA+B;AAE/B,wDAA0C;AAE1C,iDAAmC;AAEnC,0DAA4C;AAO5C,iCAMgB;AAEH,QAAA,yBAAyB,GAAG;IACvC,IAAI,EAAE,OAAO;IACb,GAAG,EAAE,oBAAoB;IACzB,MAAM,EAAE,wBAAwB;CACjC,CAAC;AAEW,QAAA,0BAA0B,GAA6B;IAClE,UAAU,EAAE,QAAQ;IACpB,OAAO,EAAE,uBAAuB;CACjC,CAAC;AAEW,QAAA,kBAAkB,GAAG;IAChC,UAAU,EAAE,QAAQ,CAAC,UAAU;IAC/B,OAAO,EAAE,QAAQ,CAAC,aAAa;CAChC,CAAC;AASF,SAAS,UAAU,CAAC,OAAoB;IACtC,8CAA8C;IAC9C,gCAAgC;IAChC,2EAA2E;IAC3E,2FAA2F;IAC3F,OAAO,CACL,KAA0B,EAC1B,QAAiB,EACjB,EAA0B,EACjB,EAAE;QACX,2CAA2C;QAC3C,IAAI,EAAE,KAAK,SAAS,IAAI,OAAO,QAAQ,KAAK,UAAU,EAAE,CAAC;YACvD,EAAE,GAAG,QAAQ,CAAC;YACd,QAAQ,GAAG,SAAS,CAAC;QACvB,CAAC;QAED,oBAAoB;QACpB,IAAI,OAAO,KAAK,KAAK,QAAQ,EAAE,CAAC;YAC9B,OAAO,CAAC,UAAU,IAAI,KAAK,CAAC;QAC9B,CAAC;aAAM,CAAC;YACN,OAAO,CAAC,UAAU,IAAI,IAAI,uBAAW,CAAC,QAAQ,IAAI,OAAO,CAAC,CAAC,MAAM,CAAC,KAAK,CAAC,CAAC;QAC3E,CAAC;QAED,iDAAiD;QACjD,IAAI,EAAE,KAAK,SAAS,IAAI,OAAO,EAAE,KAAK,UAAU,EAAE,CAAC;YACjD,EAAE,EAAE,CAAC;QACP,CAAC;QAED,OAAO,IAAI,CAAC;IACd,CAAC,CAAC;AACJ,CAAC;AAED,SAAgB,UAAU,CAAC,IAAiB;IAC1C,MAAM,SAAS,GAAG,IAA2B,CAAC;IAE9C,SAAS,CAAC,UAAU,CAAC,CAAC,CAAC,EAAE,EAAE;QACzB,gEAAgE;QAChE,0CAA0C;QAC1C,MAAM,CAAC,SAAS,CAAC,EAAE,CAAC,CAAC;QAErB,iEAAiE;QACjE,CAAC,CAAC,OAAO,CAAC,UAAU,GAAG,EAAE,CAAC;QAC1B,MAAM,kBAAkB,GAAG,OAAO,CAAC,MAAM,CAAC,KAAK,CAAC,IAAI,CAAC,OAAO,CAAC,MAAM,CAAC,CAAC;QACrE,CAAC,CAAC,OAAO,CAAC,WAAW,GAAG,kBAAkB,CAAC;QAC3C,OAAO,CAAC,MAAM,CAAC,KAAK,GAAG,UAAU,CAAC,CAAC,CAAC,OAAO,CAAQ,CAAC;QACpD,MAAM,kBAAkB,GAAG,OAAO,CAAC,MAAM,CAAC,KAAK,CAAC,IAAI,CAAC,OAAO,CAAC,MAAM,CAAC,CAAC;QACrE,CAAC,CAAC,OAAO,CAAC,WAAW,GAAG,kBAAkB,CAAC;QAC3C,OAAO,CAAC,MAAM,CAAC,KAAK,GAAG,UAAU,CAAC,CAAC,CAAC,OAAO,CAAQ,CAAC;QAEpD,2EAA2E;QAC3E,2EAA2E;QAC3E,yCAAyC;QACzC,MAAM,QAAQ,GAAG,MAAM,CAAC,IAAI,CAAC,OAAO,CAAC,GAAG,CAAC,CAAC,MAAM,CAC9C,CAAC,CAAC,EAAE,EAAE,CAAC,CAAC,CAAC,WAAW,EAAE,KAAK,MAAM,CAClC,CAAC;QACF,IAAI,QAAQ,CAAC,MAAM,GAAG,CAAC,EAAE,CAAC;YACxB,OAAO,CAAC,GAAG,CAAC,IAAI,GAAG,OAAO,CAAC,GAAG,CAAC,QAAQ,CAAC,CAAC,CAAC,CAAC,CAAC;QAC9C,CAAC;QAED,mEAAmE;QACnE,wEAAwE;QACxE,kEAAkE;QAClE,CAAC,CAAC,OAAO,CAAC,GAAG,GAAG,EAAE,CAAC;QACnB,MAAM,CAAC,MAAM,CAAC,CAAC,CAAC,OAAO,CAAC,GAAG,EAAE,OAAO,CAAC,GAAG,CAAC,CAAC;IAC5C,CAAC,CAAC,CAAC;IAEH,SAAS,CAAC,SAAS,CAAC,MAAM,CAAC,CAAC,CAAC,EAAE,EAAE;QAC/B,4BAA4B;QAC5B,0DAA0D;QAC1D,OAAO,CAAC,MAAM,CAAC,KAAK,GAAG,CAAC,CAAC,OAAO,CAAC,WAAW,CAAC;QAC7C,OAAO,CAAC,MAAM,CAAC,KAAK,GAAG,CAAC,CAAC,OAAO,CAAC,WAAW,CAAC;QAC7C,IAAI,CAAC,CAAC,CAAC,MAAM,EAAE,CAAC;YACd,OAAO,CAAC,MAAM,CAAC,KAAK,CAAC,CAAC,CAAC,OAAO,CAAC,UAAU,CAAC,CAAC;QAC7C,CAAC;QAED,sCAAsC;QACtC,cAAI,CAAC,QAAQ,EAAE,CAAC;QAEhB,uCAAuC;QACvC,KAAK,CAAC,OAAO,EAAE,CAAC;QAEhB,oCAAoC;QACpC,OAAO,CAAC,GAAG,GAAG,CAAC,CAAC,OAAO,CAAC,GAAG,CAAC;IAC9B,CAAC,CAAC,CAAC;AACL,CAAC;AAED,yEAAyE;AACzE,sDAAsD;AACtD,SAAgB,gBAAgB,CAAC,OAAe,EAAE,QAAgB;IAChE,OAAO,CAAC,GAAG,CAAC,aAAa,CAAC,GAAG,OAAO,CAAC;IACrC,OAAO,CAAC,GAAG,CAAC,mBAAmB,CAAC,GAAG,QAAQ,CAAC;IAC5C,OAAO,CAAC,GAAG,CAAC,kBAAkB,CAAC,GAAG,OAAO,CAAC;AAC5C,CAAC;AAOD,SAAgB,kBAAkB,CAAC,QAAyB;IAC1D,OAAO;QACL,KAAK,EAAE,CAAC,OAAe,EAAE,EAAE;YACzB,QAAQ,CAAC,IAAI,CAAC,EAAE,IAAI,EAAE,OAAO,EAAE,OAAO,EAAE,CAAC,CAAC;YAC1C,sCAAsC;YACtC,OAAO,CAAC,KAAK,CAAC,OAAO,CAAC,CAAC;QACzB,CAAC;QACD,IAAI,EAAE,CAAC,OAAe,EAAE,EAAE;YACxB,QAAQ,CAAC,IAAI,CAAC,EAAE,IAAI,EAAE,MAAM,EAAE,OAAO,EAAE,CAAC,CAAC;YACzC,sCAAsC;YACtC,OAAO,CAAC,IAAI,CAAC,OAAO,CAAC,CAAC;QACxB,CAAC;QACD,OAAO,EAAE,CAAC,OAAuB,EAAE,EAAE;YACnC,QAAQ,CAAC,IAAI,CAAC,EAAE,IAAI,EAAE,SAAS,EAAE,OAAO,EAAE,CAAC,CAAC;YAC5C,sCAAsC;YACtC,OAAO,CAAC,IAAI,CAAC,OAAO,CAAC,CAAC;QACxB,CAAC;QACD,KAAK,EAAE,CAAC,OAAuB,EAAE,EAAE;YACjC,QAAQ,CAAC,IAAI,CAAC,EAAE,IAAI,EAAE,OAAO,EAAE,OAAO,EAAE,CAAC,CAAC;YAC1C,sCAAsC;YACtC,OAAO,CAAC,KAAK,CAAC,OAAO,CAAC,CAAC;QACzB,CAAC;QACD,OAAO,EAAE,GAAG,EAAE,CAAC,IAAI;QACnB,UAAU,EAAE,GAAG,EAAE,CAAC,SAAS;QAC3B,QAAQ,EAAE,GAAG,EAAE,CAAC,SAAS;KAC1B,CAAC;AACJ,CAAC;AAED,0EAA0E;AAC1E,SAAgB,0BAA0B,CACxC,kBAA0B,EAC1B,QAAyC;IAEzC,kEAAkE;IAClE,MAAM,MAAM,GAAG,MAAM,CAAC,UAAU,CAAC,KAAK,CAAC,CAAC;IAExC,MAAM,UAAU,GAAG,KAAK,CAAC,IAAI,CAAC,MAAM,EAAE,SAAS,CAAC,CAAC;IAEjD,MAAM,QAAQ,GAAG,UAAU,CAAC,QAAQ,CAClC,8DAA8D,CAC/D,CAAC;IACF,IAAI,kBAAkB,GAAG,GAAG,EAAE,CAAC;QAC7B,QAAQ,CAAC,QAAQ,CAAC;YAChB,MAAM,EAAE,kBAAkB;YAC1B,IAAI,EAAE,QAAQ;YACd,OAAO,EAAE,EAAE;YACX,GAAG,EAAE,8DAA8D;SACpE,CAAC,CAAC;IACL,CAAC;SAAM,CAAC;QACN,QAAQ,CAAC,MAAM,CAAC,IAAI,gBAAS,CAAC,oBAAoB,EAAE,kBAAkB,CAAC,CAAC,CAAC;IAC3E,CAAC;IAED,KAAK,CAAC,IAAI,CAAC,SAAS,EAAE,cAAc,CAAC,CAAC,KAAK,CAAC,GAAG,EAAE,CAAC,MAAM,CAAC,CAAC;AAC5D,CAAC;AAED,SAAgB,mBAAmB,CAAC,SAAmB;IACrD,MAAM,UAAU,GAAG,KAAK,CAAC,IAAI,CAAC,SAAS,EAAE,cAAc,CAAC,CAAC;IACzD,MAAM,aAAa,GAAG,KAAK,CAAC,IAAI,EAAE,CAAC,QAAQ,CAAC;QAC1C,MAAM,EAAE,GAAG;QACX,IAAI,EAAE,SAAS,CAAC,MAAM,CAAC,CAAC,GAAG,EAAE,IAAI,EAAE,EAAE;YACnC,GAAG,CAAC,IAAI,CAAC,GAAG,CAAC,CAAC;YACd,OAAO,GAAG,CAAC;QACb,CAAC,EAAE,EAAE,CAAC;QACN,OAAO,EAAE,EAA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\ No newline at end of file
diff --git a/src/config-utils.test.ts b/src/config-utils.test.ts
index e036a2e3e..695dbf94d 100644
--- a/src/config-utils.test.ts
+++ b/src/config-utils.test.ts
@@ -52,6 +52,7 @@ function createTestInitConfigInputs(
       configInput: undefined,
       buildModeInput: undefined,
       trapCachingEnabled: false,
+      dependencyCachingEnabled: false,
       debugMode: false,
       debugArtifactName: "",
       debugDatabaseName: "",
@@ -347,6 +348,7 @@ test("load non-empty input", async (t) => {
       augmentationProperties: configUtils.defaultAugmentationProperties,
       trapCaches: {},
       trapCacheDownloadTime: 0,
+      dependencyCachingEnabled: false,
     };
 
     const languagesInput = "javascript";
diff --git a/src/config-utils.ts b/src/config-utils.ts
index e0d188f0d..ca15d4278 100644
--- a/src/config-utils.ts
+++ b/src/config-utils.ts
@@ -136,6 +136,9 @@ export interface Config {
    * Time taken to download TRAP caches. Used for status reporting.
    */
   trapCacheDownloadTime: number;
+
+  /** A value indicating whether dependency caching is enabled. */
+  dependencyCachingEnabled: boolean;
 }
 
 /**
@@ -393,6 +396,7 @@ export interface InitConfigInputs {
   configInput: string | undefined;
   buildModeInput: string | undefined;
   trapCachingEnabled: boolean;
+  dependencyCachingEnabled: boolean;
   debugMode: boolean;
   debugArtifactName: string;
   debugDatabaseName: string;
@@ -425,6 +429,7 @@ export async function getDefaultConfig({
   buildModeInput,
   dbLocation,
   trapCachingEnabled,
+  dependencyCachingEnabled,
   debugMode,
   debugArtifactName,
   debugDatabaseName,
@@ -476,6 +481,7 @@ export async function getDefaultConfig({
     augmentationProperties,
     trapCaches,
     trapCacheDownloadTime,
+    dependencyCachingEnabled,
   };
 }
 
@@ -509,6 +515,7 @@ async function loadConfig({
   configFile,
   dbLocation,
   trapCachingEnabled,
+  dependencyCachingEnabled,
   debugMode,
   debugArtifactName,
   debugDatabaseName,
@@ -580,6 +587,7 @@ async function loadConfig({
     augmentationProperties,
     trapCaches,
     trapCacheDownloadTime,
+    dependencyCachingEnabled,
   };
 }
 
diff --git a/src/init-action.ts b/src/init-action.ts
index c7ce27cd2..9c78b5f72 100644
--- a/src/init-action.ts
+++ b/src/init-action.ts
@@ -339,6 +339,7 @@ async function run() {
         dbLocation: getOptionalInput("db-location"),
         configInput: getOptionalInput("config"),
         trapCachingEnabled: getTrapCachingEnabled(),
+        dependencyCachingEnabled: getDependencyCachingEnabled(),
         // Debug mode is enabled if:
         // - The `init` Action is passed `debug: true`.
         // - Actions step debugging is enabled (e.g. by [enabling debug logging for a rerun](https://docs.github.com/en/actions/managing-workflow-runs/re-running-workflows-and-jobs#re-running-all-the-jobs-in-a-workflow),
@@ -716,6 +717,29 @@ async function recordZstdAvailability(
   );
 }
 
+/** Determines whether we are running in default setup. */
+function isDefaultSetup(): boolean {
+  // This is set to something in default setup runs.
+  // TODO: replace with something better, if there's something.
+  return process.env["CODE_SCANNING_WORKFLOW_FILE"] !== undefined;
+}
+
+/** Determines whether dependency caching is enabled. */
+function getDependencyCachingEnabled(): boolean {
+  // If the workflow specified something always respect that
+  const dependencyCaching = getOptionalInput("dependency-caching");
+  if (dependencyCaching !== undefined) return dependencyCaching === "true";
+
+  // On self-hosted runners which may have dependencies installed centrally, disable caching by default
+  if (!isHostedRunner()) return false;
+
+  // Disable in advanced workflows by default.
+  if (!isDefaultSetup()) return false;
+
+  // On hosted runners, enable dependency caching by default
+  return true;
+}
+
 async function runWrapper() {
   try {
     await run();
diff --git a/src/testing-utils.ts b/src/testing-utils.ts
index af51ddcb8..ac9162875 100644
--- a/src/testing-utils.ts
+++ b/src/testing-utils.ts
@@ -331,6 +331,7 @@ export function createTestConfig(overrides: Partial<Config>): Config {
       },
       trapCaches: {},
       trapCacheDownloadTime: 0,
+      dependencyCachingEnabled: false,
     },
     overrides,
   );