diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 9e71fe7c72..df81c27b59 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3733,18 +3733,18 @@
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 {"batchId": "9ccfd129653c44e2a7513d02908bebc6", "completedAt": "2026-10-23T23:43:33.425030+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-23T23:43:29.619008+00:00", "framework": "vllm_tokenizer_patch", "intentId": "8add82c5760c41a0afe502b1882c0575", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
 {"batchId": "9ccfd129653c44e2a7513d02908bebc6", "completedAt": "2026-10-23T23:43:33.425027+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-23T23:43:29.618966+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d4ba83c7b0ff4896a985f12c94aed77a", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
@@ -4033,15 +4033,3 @@
 {"batchId": "30c1fff92db9483894848e42e8b96e3f", "completedAt": "2026-10-23T23:13:41.556891+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T23:13:37.594331+00:00", "framework": "vllm_tokenizer_patch", "intentId": "eedf0493545248ea8485aea9d6f3dcb9", "repoId": "ukisai/Swift-1.5-4bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "30c1fff92db9483894848e42e8b96e3f", "completedAt": "2026-10-23T23:13:41.556888+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T23:13:37.594293+00:00", "framework": "vllm_tokenizer_patch", "intentId": "0712be11c10048daac427df72a59da96", "repoId": "cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "30c1fff92db9483894848e42e8b96e3f", "completedAt": "2026-10-23T23:13:41.556885+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T23:13:37.594252+00:00", "framework": "vllm_tokenizer_patch", "intentId": "135016e0a7a14c14b88c3064e8e1f09b", "repoId": "cyankiwi/Qwen3-4B-Instruct-2507-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
-{"batchId": "30c1fff92db9483894848e42e8b96e3f", "completedAt": "2026-10-23T23:13:41.556882+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-23T23:13:37.594202+00:00", "framework": "vllm_tokenizer_patch", "intentId": "398267a4e243412eb8a4d02a23f8cd3d", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "30c1fff92db9483894848e42e8b96e3f", "completedAt": "2026-10-23T23:13:41.556878+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-23T23:13:37.594138+00:00", "framework": "vllm_tokenizer_patch", "intentId": "6e2f5131edc64416ba0dfdc9af110c38", "repoId": "cyankiwi/KAT-Dev-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "30c1fff92db9483894848e42e8b96e3f", "completedAt": "2026-10-23T23:13:41.556874+00:00", "configFingerprint": "705b8b3614c86a1ac722c97f43e177e84ca20282e9799fffb1b890510d641728", "configSource": "modelhub_live", "createdAt": "2026-10-23T23:13:37.594080+00:00", "framework": "llamacpp", "intentId": "d1f5c575f747424284e8c5df90be00b3", "repoId": "AtomicChat/Qwen3.5-9B-DFlash-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "30c1fff92db9483894848e42e8b96e3f", "completedAt": "2026-10-23T23:13:41.556852+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-23T23:13:37.593975+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a991ed4b282b468c828c18a8567771ee", "repoId": "cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
-{"batchId": "17fb8f99a49e4345883095134ef78f8e", "completedAt": "2026-10-23T23:11:48.885035+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T23:11:46.093044+00:00", "framework": "vllm_tokenizer_patch", "intentId": "bfd6e18779c14cbc8b1c83d819b466f2", "repoId": "ukisai/Swift-1.5-5bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
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-{"batchId": "17fb8f99a49e4345883095134ef78f8e", "completedAt": "2026-10-23T23:11:48.885022+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T23:11:46.092858+00:00", "framework": "vllm_tokenizer_patch", "intentId": "1f8639e38d5b400da2232b0a03dc4f50", "repoId": "ukisai/Swift-1.5-4bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
-{"batchId": "17fb8f99a49e4345883095134ef78f8e", "completedAt": "2026-10-23T23:11:48.885020+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T23:11:46.092820+00:00", "framework": "vllm_tokenizer_patch", "intentId": "41551c52ab3b4953971e680809d1156c", "repoId": "cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
-{"batchId": "17fb8f99a49e4345883095134ef78f8e", "completedAt": "2026-10-23T23:11:48.885017+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T23:11:46.092780+00:00", "framework": "vllm_tokenizer_patch", "intentId": "1839309f41e643899f39b6bf2dedab27", "repoId": "cyankiwi/Qwen3-4B-Instruct-2507-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index 74b9bd13fb..b5c683d7bd 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -41,6 +41,6 @@
   },
   "acceptedSinceRefresh": 3868,
   "acceptedTotal": 3868,
-  "generatedAt": "2026-10-23T23:43:33.272999+00:00",
+  "generatedAt": "2026-10-23T23:45:23.872772+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index cc4e0efa2a..dc42767337 100644
--- a/manifest.json
+++ b/manifest.json
@@ -10,16 +10,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "b9f4ab6b802f11fba1eac4aab36681bb1c55ca9ec453f998ff165c36b204bca4",
     ".modelhub_state/recent_outcomes.jsonl": "c86864152c81680d9b52f2d8dd585fb6b34855b70cf47c5ce1024b7c37e05c03",
     ".modelhub_state/recovery_active_tasks.jsonl": "2e95cfd98d7a22275d3823e720f59b1435c0aa91125ea957f5f05c98a6fd1a8a",
-    ".modelhub_state/recovery_intents.jsonl": "5f91a21629afd4795fad48acb80618f802ba74ab5f1fb3c85fd5ae516b2d3351",
-    ".modelhub_state/routing_intelligence.json": "c8e6ddb4971420d131c5cdc38aa2d7b1b19013811e9e96e13cd5df324dd1596c",
+    ".modelhub_state/recovery_intents.jsonl": "eb2de1ee3d0ae64b8aee6d1b6f944b48fa6562fd1d9c5ebf4c9a349997e3829f",
+    ".modelhub_state/routing_intelligence.json": "727c1aa268a425f1e308f309176c9c8e1b3f2bd7fdf489d58e1ad4447fe41b71",
     ".modelhub_state/submission_exclusions.jsonl": "3bb99a0a703cee6767cdaeed2e3d26480ebf6d1cb44552f40bf65c94d9ed58b1",
     ".modelhub_state/worker_crashes.jsonl": "0e675b1c3ea5c2ab436cf083668db8830733f3e9d03420e10a8563a589acb517",
     "ledger/submissions.jsonl": "3d8aa5d757abc53e8fdef68f6355847de0058d65dbfcb8917138cabc8e4b65b5",
     "outcomes/submissions.jsonl": "18b5252b3f3289da170771aecfcbc71349d7dcb7e553df0a460efa68e2157b31"
   },
-  "generation": 32573,
-  "phase": "intent",
+  "generation": 32574,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-23T23:45:20.706186+00:00",
+  "updatedAt": "2026-10-23T23:45:24.160512+00:00",
   "writerId": "6cd7cbd5a7014f838149942b3e5927f7"
 }