diff --git a/web/packages/new/photos/components/MLSettings.tsx b/web/packages/new/photos/components/MLSettings.tsx
index 337bc906e8..eeff4d1be8 100644
--- a/web/packages/new/photos/components/MLSettings.tsx
+++ b/web/packages/new/photos/components/MLSettings.tsx
@@ -397,7 +397,7 @@ const ManageML: React.FC<ManageMLProps> = ({
                     </MenuItemGroup>
                     <MenuSectionTitle
                         title={ut(
-                            "Create in-memory clusters from arbitrary 900 photos. Nothing will be saved or synced to remote. You can view the results in search dropdown.",
+                            "Create in-memory clusters from arbitrary 2k photos. Nothing will be saved or synced to remote. You can view the results in search dropdown.",
                         )}
                     />
                 </Box>
diff --git a/web/packages/new/photos/services/ml/cluster-new.ts b/web/packages/new/photos/services/ml/cluster-new.ts
index 445a91bbba..eb59c7d703 100644
--- a/web/packages/new/photos/services/ml/cluster-new.ts
+++ b/web/packages/new/photos/services/ml/cluster-new.ts
@@ -168,7 +168,7 @@ export const clusterFaces = async (faceIndexes: FaceIndex[]) => {
     const t = Date.now();
 
     // A flattened array of faces.
-    const faces = [...enumerateFaces(faceIndexes)].slice(0, 900);
+    const faces = [...enumerateFaces(faceIndexes)].slice(0, 2000);
 
     // Start with the clusters we already have (either from a previous indexing,
     // or fetched from remote).
diff --git a/web/packages/new/photos/services/ml/index.ts b/web/packages/new/photos/services/ml/index.ts
index 0567793fbe..2b4a1a044f 100644
--- a/web/packages/new/photos/services/ml/index.ts
+++ b/web/packages/new/photos/services/ml/index.ts
@@ -330,8 +330,7 @@ export const indexNewUpload = (enteFile: EnteFile, uploadItem: UploadItem) => {
  * WIP! Don't enable, dragon eggs are hatching here.
  */
 export const wipClusterEnable = async (): Promise<boolean> =>
-    !!process.env.NEXT_PUBLIC_ENTE_WIP_CL &&
-    isDevBuild &&
+    (!!process.env.NEXT_PUBLIC_ENTE_WIP_CL && isDevBuild) ||
     (await isInternalUser());
 
 // // TODO-Cluster temporary state here