diff --git a/scripts/sync-atlascloud-models.ts b/scripts/sync-atlascloud-models.ts
index 0455116e6..1de03d9ac 100644
--- a/scripts/sync-atlascloud-models.ts
+++ b/scripts/sync-atlascloud-models.ts
@@ -1,4 +1,4 @@
-import { and, eq } from "drizzle-orm";
+import { and, eq, inArray } from "drizzle-orm";
 import { fetchAtlasCloudImagePresets } from "../lib/ai/atlascloud-models";
 import { db } from "../lib/db";
 import { aiModel, aiProvider } from "../lib/db/schema";
@@ -22,6 +22,9 @@ async function main() {
   }
 
   const summaries = [];
+  const catalogModelIds = new Set(
+    catalog.presets.map((preset) => preset.modelId)
+  );
   for (const provider of providers) {
     let added = 0;
     let updated = 0;
@@ -65,11 +68,34 @@ async function main() {
         added += 1;
       }
     }
+    const providerModels = await db
+      .select({ modelId: aiModel.modelId })
+      .from(aiModel)
+      .where(eq(aiModel.providerId, provider.id));
+    const staleModelIds = providerModels
+      .map((model) => model.modelId)
+      .filter((modelId) => !catalogModelIds.has(modelId));
+    if (staleModelIds.length > 0) {
+      await db
+        .update(aiModel)
+        .set({
+          isEnabled: false,
+          isHidden: true,
+          updatedAt: new Date(),
+        })
+        .where(
+          and(
+            eq(aiModel.providerId, provider.id),
+            inArray(aiModel.modelId, staleModelIds)
+          )
+        );
+    }
     summaries.push({
       providerId: provider.id,
       providerName: provider.name,
       added,
       updated,
+      disabledStale: staleModelIds.length,
     });
   }