diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 8baf8e4e00..8e8a9e01d3 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3619,10 +3619,10 @@
 {"batchId": "8e438c880df84c1b8df4c0533b308443", "completedAt": "2026-10-14T19:35:12.216876+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-14T19:35:10.409834+00:00", "framework": "vllm_fix_tokenizer", "intentId": "946f83d9b774452f897a784f63c504f9", "lastModified": "2026-10-14T18:54:35+00:00", "modelAddress": "https://modelscope.cn/models/mlx-community/K2-Horizon-0.9B-chat-mlx-16bit", "reason": null, "reconciledAt": "2026-10-14T22:15:51.190546+00:00", "repoId": "mlx-community/K2-Horizon-0.9B-chat-mlx-16bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Kunlunxin_p-800", "taskId": "5543330", "taskType": "text-generation"}
 {"batchId": "8e438c880df84c1b8df4c0533b308443", "completedAt": "2026-10-14T19:35:12.216891+00:00", "configFingerprint": "d8df464812ff2fd3c46dc89b0fc6a96370e694fab8e52179f1ada2cdd0ea92b9", "configSource": "modelhub_live", "createdAt": "2026-10-14T19:35:10.409924+00:00", "framework": "vllm_fix_tokenizer", "intentId": "4b6c33d90dce427ebf8dabdd9e6dda73", "lastModified": "2026-10-14T18:54:38+00:00", "modelAddress": "https://modelscope.cn/models/mlx-community/opt-125m-chat-mlx-4bit", "reason": null, "reconciledAt": "2026-10-14T22:15:51.192189+00:00", "repoId": "mlx-community/opt-125m-chat-mlx-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "recovered_active", "targetGpu": "Kunlunxin_p-800", "taskId": "5543331", "taskType": "text-generation"}
 {"batchId": "bc8f3bb709184657be5c2f3ba13931f7", "completedAt": "2026-10-14T19:38:29.329237+00:00", "configFingerprint": "1c250a594d113141f46957bb17f760946db8515ce4008372f6e127c649570540", "configSource": "modelhub_live", "createdAt": "2026-10-14T19:38:26.955934+00:00", "framework": "llamacpp", "intentId": "b9bfa02b68ef4d7a96fe58aa85bec11c", "lastModified": "2026-10-14T18:59:05+00:00", "modelAddress": "https://modelscope.cn/models/bartowski/morriszjm_Tacit-1.7B-GGUF", "reason": null, "reconciledAt": "2026-10-14T22:15:51.189443+00:00", "repoId": "bartowski/morriszjm_Tacit-1.7B-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "recovered_active", "targetGpu": "Mthreads_s4000", "taskId": "5543365", "taskType": "text-generation"}
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-{"batchId": "dfdea884ba054bad9c228db3fab92444", "configFingerprint": "b3ef6bcf57e6bb4fc9ede989e67a765b0e40b19fbd407f1f8452833c12bd5c38", "configSource": "modelhub_live", "createdAt": "2026-10-14T22:23:57.492387+00:00", "framework": "vllm-mlu", "intentId": "c77d82fc6eca4d15be64406bed5ee30b", "lastModified": "2026-10-14T18:54:38+00:00", "modelAddress": "https://modelscope.cn/models/mlx-community/opt-125m-chat-mlx-4bit", "repoId": "mlx-community/opt-125m-chat-mlx-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "pending", "targetGpu": "Cambricon_mlu-370-x4", "taskType": "text-generation"}
-{"batchId": "dfdea884ba054bad9c228db3fab92444", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-14T22:23:57.492440+00:00", "framework": "vllm_tokenizer_patch", "intentId": "94f74051383a49ed82a3c9ca2f5853d5", "lastModified": "2026-10-10T15:04:25+00:00", "modelAddress": "https://modelscope.cn/models/juspay/Xor-26B-A4B", "repoId": "juspay/Xor-26B-A4B", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
-{"batchId": "dfdea884ba054bad9c228db3fab92444", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-14T22:23:57.492482+00:00", "framework": "vllm_tokenizer_patch", "intentId": "590c1a404b0f46e4aa82a0d21d6bf8bc", "lastModified": "2026-10-14T16:26:07+00:00", "modelAddress": "https://modelscope.cn/models/juspay/Xor-26B-A4B-NVFP4", "repoId": "juspay/Xor-26B-A4B-NVFP4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "dfdea884ba054bad9c228db3fab92444", "completedAt": "2026-10-14T22:33:04.427566+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-14T22:23:57.492482+00:00", "framework": "vllm_tokenizer_patch", "intentId": "590c1a404b0f46e4aa82a0d21d6bf8bc", "repoId": "juspay/Xor-26B-A4B-NVFP4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
+{"batchId": "dfdea884ba054bad9c228db3fab92444", "completedAt": "2026-10-14T22:33:04.427561+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-14T22:23:57.492440+00:00", "framework": "vllm_tokenizer_patch", "intentId": "94f74051383a49ed82a3c9ca2f5853d5", "repoId": "juspay/Xor-26B-A4B", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
+{"batchId": "dfdea884ba054bad9c228db3fab92444", "completedAt": "2026-10-14T22:33:04.427555+00:00", "configFingerprint": "b3ef6bcf57e6bb4fc9ede989e67a765b0e40b19fbd407f1f8452833c12bd5c38", "configSource": "modelhub_live", "createdAt": "2026-10-14T22:23:57.492387+00:00", "framework": "vllm-mlu", "intentId": "c77d82fc6eca4d15be64406bed5ee30b", "repoId": "mlx-community/opt-125m-chat-mlx-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
+{"batchId": "dfdea884ba054bad9c228db3fab92444", "completedAt": "2026-10-14T22:33:04.427531+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-14T22:23:57.492288+00:00", "framework": "vllm-mlu", "intentId": "ecdf561ace4e4d89b3426d139113088c", "repoId": "mlx-community/K2-Horizon-0.9B-chat-mlx-16bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "1144fe5f4d7c4b0b97c5d8124ae725ec", "completedAt": "2026-10-14T22:15:40.467784+00:00", "configFingerprint": "26bfee231695e882b96dee0191bc1dfec25bcad132af96a7ee5f0e26f3cb9fdc", "configSource": "modelhub_live", "createdAt": "2026-10-14T22:08:48.998506+00:00", "framework": "vllm_tokenizer_patch", "intentId": "c3a45660e7404912932b57d7679cb91f", "repoId": "mlx-community/opt-125m-chat-mlx-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "1144fe5f4d7c4b0b97c5d8124ae725ec", "completedAt": "2026-10-14T22:15:40.467780+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-14T22:08:48.998467+00:00", "framework": "vllm_tokenizer_patch", "intentId": "404f08ec1fa64cccbd74670de03e8af8", "repoId": "mlx-community/K2-Horizon-0.9B-chat-mlx-16bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "1144fe5f4d7c4b0b97c5d8124ae725ec", "completedAt": "2026-10-14T22:15:40.467776+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-14T22:08:48.998426+00:00", "framework": "vllm_tokenizer_patch", "intentId": "bef32cf8cbc2450b8d60a20d994a879d", "repoId": "juspay/Xor-26B-A4B-NVFP4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
@@ -3919,7 +3919,3 @@
 {"batchId": "bdc68afa84844da5be1a1c98e0dffc0b", "completedAt": "2026-10-06T10:11:08.945043+00:00", "configFingerprint": "1566bbd6c69427ad32f7f86aeba4e39850a1a7af5c6f4ef3c9ca82f0e882f3c5", "configSource": "modelhub_live", "createdAt": "2026-10-06T09:56:21.603053+00:00", "framework": "vllm-mlu", "intentId": "680cb5f581c040fe9081e534371bfef0", "repoId": "danish-foundation-models/DFM-Mimir-v1.5", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "age_policy_deferred", "targetGpu": "Cambricon_mlu-370-x8", "taskId": null, "taskType": "text-generation"}
 {"batchId": "bdc68afa84844da5be1a1c98e0dffc0b", "completedAt": "2026-10-06T10:11:08.945027+00:00", "configFingerprint": "1566bbd6c69427ad32f7f86aeba4e39850a1a7af5c6f4ef3c9ca82f0e882f3c5", "configSource": "modelhub_live", "createdAt": "2026-10-06T09:56:21.602803+00:00", "framework": "vllm-mlu", "intentId": "c15359f2d3e547a994c27b613a063a4d", "repoId": "cyankiwi/K2-Horizon-7B-AWQ-INT4", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "age_policy_deferred", "targetGpu": "Cambricon_mlu-370-x8", "taskId": null, "taskType": "text-generation"}
 {"batchId": "9fdc9f667bf84ae698bbbf6d3efc0061", "completedAt": "2026-10-06T09:47:43.412637+00:00", "configFingerprint": "71d6e16091ba0289f01acffc8e39bb8c25703488dc49b9e390e08951fe1f2b33", "configSource": "modelhub_live", "createdAt": "2026-10-06T09:46:33.849700+00:00", "framework": "vllm", "intentId": "33f1de67aeef486c948688f4457a2282", "repoId": "mlx-community/LFM2.5-1.2B-Instruct-6bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "Iluvatar_mrv-100", "taskId": null, "taskType": "text-generation"}
-{"batchId": "13845e0e3fc5459ca08585406a91afc5", "completedAt": "2026-10-06T08:52:28.322043+00:00", "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configSource": "modelhub_live", "createdAt": "2026-10-06T08:50:47.698913+00:00", "framework": "vllm", "intentId": "c7d428c1af1e4b96ab488e9b04c25181", "repoId": "mlx-community/LFM2.5-1.2B-Instruct-6bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "Mthreads_s4000", "taskId": null, "taskType": "text-generation"}
-{"batchId": "13845e0e3fc5459ca08585406a91afc5", "completedAt": "2026-10-06T08:52:28.322016+00:00", "configFingerprint": "0d5bc82787a89d4313672808d1a8629a1fc675c91aa6a08865f770aa24447fbc", "configSource": "modelhub_live", "createdAt": "2026-10-06T08:50:47.698552+00:00", "framework": "vllm-patch-tokenizer", "intentId": "3ef20f6db76b4a13b27cae0bf98e8ad2", "repoId": "nv-community/Qwen3.8-27B-NVFP4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "hygon_k100-ai", "taskId": null, "taskType": "text-generation"}
-{"batchId": "9544bf0548e54a8e93c3adfd9bffb52a", "completedAt": "2026-10-03T16:15:51.005765+00:00", "configFingerprint": "0d5bc82787a89d4313672808d1a8629a1fc675c91aa6a08865f770aa24447fbc", "configSource": "modelhub_live", "createdAt": "2026-10-03T16:13:49.532883+00:00", "framework": "vllm-patch-tokenizer", "intentId": "7f7cb1b51f944ac58018ee2e42ca61f7", "repoId": "mlx-community/LFM2.5-1.2B-Instruct-6bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "hygon_k100-ai", "taskId": null, "taskType": "text-generation"}
-{"batchId": "6ad67bedd5104b958247ed686fa4a8d7", "completedAt": "2026-09-29T14:16:48.925444+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-09-29T14:16:45.683768+00:00", "framework": "vllm_tokenizer_patch", "intentId": "ba30792e89b44ef5804d5f3613d7df71", "repoId": "nv-community/Qwen3.8-27B-NVFP4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index 427ab7f929..6f4f6b4f20 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -41,6 +41,6 @@
   },
   "acceptedSinceRefresh": 3757,
   "acceptedTotal": 3757,
-  "generatedAt": "2026-10-14T22:15:40.367464+00:00",
+  "generatedAt": "2026-10-14T22:33:04.354296+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 3b599544b6..32c8aad86f 100644
--- a/manifest.json
+++ b/manifest.json
@@ -10,16 +10,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "e6c4f01001342299d0988a2e3453931cd1627e3d2ebd37b7f15b0cdd6e033a80",
     ".modelhub_state/recent_outcomes.jsonl": "530c3f3f681469cb91364456a0b40c6fcc13b4df04b6e2659e523f96bbbc2ce5",
     ".modelhub_state/recovery_active_tasks.jsonl": "fb9c01f268bbf68451d23d4475843905e902f1fb1db1a4d296a7fb23a5cb40e1",
-    ".modelhub_state/recovery_intents.jsonl": "982d549147d7f61d7da1fb3afdfffdfbe8cc64385f9bdd4434f9b54d55afa02e",
-    ".modelhub_state/routing_intelligence.json": "be7c3af44a2fdc999e7e5dcb04ff4d5cfa0456aeb709ad9e2aa8dc6e718801d2",
+    ".modelhub_state/recovery_intents.jsonl": "8bea5d89588a2951100a42ac3a0901350c5b590bc5ef508e999aff12112d9976",
+    ".modelhub_state/routing_intelligence.json": "6be8a3575ac8241bbf37aad5c56648d12c8362d777a82c2e1bea718a1d8158e2",
     ".modelhub_state/submission_exclusions.jsonl": "660ad77b924d3b0cc76f46aacd1f91a924d13a02bc68057eb5a964647441283b",
     ".modelhub_state/worker_crashes.jsonl": "c6b627ba4bfe6f0f89b6dfc017d052f3b1717feac7f9dd06d3003f04166819a9",
     "ledger/submissions.jsonl": "fe5c538d3c69e74d0bbbc1d07b525047b68ae86422639220f6892cc8a16e4f05",
     "outcomes/submissions.jsonl": "29bbecac3c7d4138706c5a212b1513997a4695e29113424ba9383b43f52bac0f"
   },
-  "generation": 25018,
-  "phase": "intent",
+  "generation": 25019,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-14T22:23:57.703004+00:00",
+  "updatedAt": "2026-10-14T22:33:04.644959+00:00",
   "writerId": "9b5b3ed8772344608455c7e3b71f5c9f"
 }