diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 3a9bb885eb..2bc12a03fe 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3730,18 +3730,18 @@
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 {"batchId": "38ff1287a2874ff48e30425935eae203", "completedAt": "2026-10-23T08:31:17.538908+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T08:31:14.818769+00:00", "framework": "vllm_tokenizer_patch", "intentId": "424a7ee4e0aa4722975986f53b9522c9", "repoId": "cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
@@ -4030,15 +4030,3 @@
 {"batchId": "295dffa88c664b928ae24e4bc80c951e", "completedAt": "2026-10-23T08:00:41.605933+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T08:00:38.940382+00:00", "framework": "vllm_tokenizer_patch", "intentId": "ee6b95795693405198632a5d083fdd31", "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": "295dffa88c664b928ae24e4bc80c951e", "completedAt": "2026-10-23T08:00:41.605930+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T08:00:38.940321+00:00", "framework": "vllm_tokenizer_patch", "intentId": "28b7e0c577734c8c93cfe60b185f4532", "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": "295dffa88c664b928ae24e4bc80c951e", "completedAt": "2026-10-23T08:00:41.605927+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T08:00:38.940259+00:00", "framework": "vllm_tokenizer_patch", "intentId": "503af9a7dda645f9b4b90e22e5c48dec", "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": "295dffa88c664b928ae24e4bc80c951e", "completedAt": "2026-10-23T08:00:41.605923+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-23T08:00:38.940209+00:00", "framework": "vllm_tokenizer_patch", "intentId": "3668972305b84068b8d8f0a69d56f2fb", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "295dffa88c664b928ae24e4bc80c951e", "completedAt": "2026-10-23T08:00:41.605920+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-23T08:00:38.940146+00:00", "framework": "vllm_tokenizer_patch", "intentId": "015fc1d68593447d8d2b17661e13ce77", "repoId": "cyankiwi/KAT-Dev-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "295dffa88c664b928ae24e4bc80c951e", "completedAt": "2026-10-23T08:00:41.605915+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-23T08:00:38.940087+00:00", "framework": "vllm_tokenizer_patch", "intentId": "f36187f880124db1a25ddb53fd5c1242", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "295dffa88c664b928ae24e4bc80c951e", "completedAt": "2026-10-23T08:00:41.605896+00:00", "configFingerprint": "705b8b3614c86a1ac722c97f43e177e84ca20282e9799fffb1b890510d641728", "configSource": "modelhub_live", "createdAt": "2026-10-23T08:00:38.939969+00:00", "framework": "llamacpp", "intentId": "0abb7a6be60349aebe823f564abaa66f", "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": "4798783230e64c2fa077f4334b85fcaa", "completedAt": "2026-10-23T07:59:00.040574+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T07:58:57.030212+00:00", "framework": "vllm_tokenizer_patch", "intentId": "245dbe0bfbea4ef7996eb62b3102e472", "repoId": "cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
-{"batchId": "4798783230e64c2fa077f4334b85fcaa", "completedAt": "2026-10-23T07:59:00.040572+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T07:58:57.030162+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d38026c20f5e440f95c51da61ec9bd56", "repoId": "cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
-{"batchId": "4798783230e64c2fa077f4334b85fcaa", "completedAt": "2026-10-23T07:59:00.040569+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T07:58:57.030125+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d2ff543901544f50907fd0792c089c1c", "repoId": "RecursiveSI/flint-int4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
-{"batchId": "4798783230e64c2fa077f4334b85fcaa", "completedAt": "2026-10-23T07:59:00.040566+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T07:58:57.030088+00:00", "framework": "vllm_tokenizer_patch", "intentId": "7e20b30bf46644bd835d133540a6743a", "repoId": "cyankiwi/MiniCPM-SALA-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
-{"batchId": "4798783230e64c2fa077f4334b85fcaa", "completedAt": "2026-10-23T07:59:00.040565+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T07:58:57.030050+00:00", "framework": "vllm_tokenizer_patch", "intentId": "467539dc10c64b16a48833db2c0d9ae9", "repoId": "cyankiwi/OmniCoder-9B-AWQ-BF16-INT8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
-{"batchId": "4798783230e64c2fa077f4334b85fcaa", "completedAt": "2026-10-23T07:59:00.040562+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T07:58:57.030013+00:00", "framework": "vllm_tokenizer_patch", "intentId": "49def176a06b498c84d96b3508b5ae47", "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": "4798783230e64c2fa077f4334b85fcaa", "completedAt": "2026-10-23T07:59:00.040560+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T07:58:57.029975+00:00", "framework": "vllm_tokenizer_patch", "intentId": "43cbe64357304af3a4c4d9d971eabc5c", "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": "4798783230e64c2fa077f4334b85fcaa", "completedAt": "2026-10-23T07:59:00.040557+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T07:58:57.029934+00:00", "framework": "vllm_tokenizer_patch", "intentId": "bb39bbdac359482ba9ee4c453d037646", "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 fbb78be762..417a4d9f69 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -41,6 +41,6 @@
   },
   "acceptedSinceRefresh": 3865,
   "acceptedTotal": 3865,
-  "generatedAt": "2026-10-23T08:31:17.465855+00:00",
+  "generatedAt": "2026-10-23T08:32:59.865959+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 33a8fdaf07..78624f761f 100644
--- a/manifest.json
+++ b/manifest.json
@@ -10,16 +10,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "a5fdbd080bd7d139f269c20719bb6aa3a427f9b0e3ced669084c310b6c725457",
     ".modelhub_state/recent_outcomes.jsonl": "c26907b94d0e29da07c78f3ba519875eba74078b8536855c9be477e40170b127",
     ".modelhub_state/recovery_active_tasks.jsonl": "2732e82beefb9223250a7e82f77ac240631c522179dd76d326752488faee3faf",
-    ".modelhub_state/recovery_intents.jsonl": "08cb5967288d16b03f3e8b23e1c297d118bf77a8705d63345033e819cd80b2d6",
-    ".modelhub_state/routing_intelligence.json": "e6d78bfdae6e8d519169375e6daf148f10c6dc26847838eaa352763ba37ac7b0",
+    ".modelhub_state/recovery_intents.jsonl": "c509c3b3d0b0cfe5c7624d4ac7f7d5deb823ac2a4c6a1c5f634d8a47f7996b98",
+    ".modelhub_state/routing_intelligence.json": "dcfa4e17b6f953e38f75c553d96999334bdf9d1675d94bab514560e95c522b09",
     ".modelhub_state/submission_exclusions.jsonl": "3bb99a0a703cee6767cdaeed2e3d26480ebf6d1cb44552f40bf65c94d9ed58b1",
     ".modelhub_state/worker_crashes.jsonl": "79a82e0be7257a319accaac998e3a6ffc2ee298cd8277e80ede1ae8a4592226f",
     "ledger/submissions.jsonl": "36e55656d4433cd514153459f5a64920d3fb313533175689cd6023f1cc38c32e",
     "outcomes/submissions.jsonl": "fe53c304e532a1c3f3bfdc6d51b1dad2cc97e9626e897137fcc8243662ad3841"
   },
-  "generation": 31230,
-  "phase": "intent",
+  "generation": 31231,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-23T08:32:57.445194+00:00",
+  "updatedAt": "2026-10-23T08:33:00.138427+00:00",
   "writerId": "0f7b062a06b54242af2a262608ef306f"
 }