diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 3feb38b065..8fa1d098ab 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": "2026-10-14T23:57:45.483313+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": "2026-10-14T23:57:45.483052+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": "2026-10-14T23:57:45.484875+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": "92d95321aee842fea17781b03ff738db", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-15T00:04:38.668980+00:00", "framework": "vllm_tokenizer_patch", "intentId": "8abbe27459e14e4f8899f3f5bb95a80b", "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": "92d95321aee842fea17781b03ff738db", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-15T00:04:38.669022+00:00", "framework": "vllm_tokenizer_patch", "intentId": "4600ad24e96c4a168fdb492ea0a70acf", "lastModified": "2026-10-14T18:54:35+00:00", "modelAddress": "https://modelscope.cn/models/mlx-community/K2-Horizon-0.9B-chat-mlx-16bit", "repoId": "mlx-community/K2-Horizon-0.9B-chat-mlx-16bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
-{"batchId": "92d95321aee842fea17781b03ff738db", "configFingerprint": "26bfee231695e882b96dee0191bc1dfec25bcad132af96a7ee5f0e26f3cb9fdc", "configSource": "modelhub_live", "createdAt": "2026-10-15T00:04:38.669061+00:00", "framework": "vllm_tokenizer_patch", "intentId": "00a19f45ba414ece8558b4941409b94d", "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": {"gpuNum": 1, "maxModelLen": 2048}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "92d95321aee842fea17781b03ff738db", "completedAt": "2026-10-15T00:11:17.164285+00:00", "configFingerprint": "26bfee231695e882b96dee0191bc1dfec25bcad132af96a7ee5f0e26f3cb9fdc", "configSource": "modelhub_live", "createdAt": "2026-10-15T00:04:38.669061+00:00", "framework": "vllm_tokenizer_patch", "intentId": "00a19f45ba414ece8558b4941409b94d", "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": "92d95321aee842fea17781b03ff738db", "completedAt": "2026-10-15T00:11:17.164282+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-15T00:04:38.669022+00:00", "framework": "vllm_tokenizer_patch", "intentId": "4600ad24e96c4a168fdb492ea0a70acf", "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": "92d95321aee842fea17781b03ff738db", "completedAt": "2026-10-15T00:11:17.164278+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-15T00:04:38.668980+00:00", "framework": "vllm_tokenizer_patch", "intentId": "8abbe27459e14e4f8899f3f5bb95a80b", "repoId": "juspay/Xor-26B-A4B-NVFP4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
+{"batchId": "92d95321aee842fea17781b03ff738db", "completedAt": "2026-10-15T00:11:17.164261+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-15T00:04:38.668892+00:00", "framework": "vllm_tokenizer_patch", "intentId": "ee3afbcd51d44f1287b56169f9f84bb7", "repoId": "juspay/Xor-26B-A4B", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "6773b44ad14045e9b71f77c77c78ab0a", "completedAt": "2026-10-14T23:57:38.780905+00:00", "configFingerprint": "26bfee231695e882b96dee0191bc1dfec25bcad132af96a7ee5f0e26f3cb9fdc", "configSource": "modelhub_live", "createdAt": "2026-10-14T23:51:52.490796+00:00", "framework": "vllm_tokenizer_patch", "intentId": "bc7f92c3de8e479c9b053acfe93c6bf7", "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": "6773b44ad14045e9b71f77c77c78ab0a", "completedAt": "2026-10-14T23:57:38.780902+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-14T23:51:52.490757+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a87a1d5f33394d1692663a21b7149164", "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": "6773b44ad14045e9b71f77c77c78ab0a", "completedAt": "2026-10-14T23:57:38.780898+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-14T23:51:52.490716+00:00", "framework": "vllm_tokenizer_patch", "intentId": "b3edd4a1e6c1497c853281f50882e9b5", "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": "eb3d0b2c5e1c449ea11c3401ecc7dbf0", "completedAt": "2026-10-06T13:51:56.925870+00:00", "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configSource": "modelhub_live", "createdAt": "2026-10-06T12:48:59.785053+00:00", "framework": "vllm", "intentId": "2d309098ad8b46a7a001c0f84acb0628", "repoId": "nkkbr/Mini-K3-1H-attnres-full-sublayer-v1_D", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 4096}, "status": "age_policy_deferred", "targetGpu": "Mthreads_s4000", "taskId": null, "taskType": "text-generation"}
 {"batchId": "eb3d0b2c5e1c449ea11c3401ecc7dbf0", "completedAt": "2026-10-06T13:51:56.925867+00:00", "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configSource": "modelhub_live", "createdAt": "2026-10-06T12:48:59.784996+00:00", "framework": "vllm", "intentId": "fc58d25835c44455851f73e27c3928f2", "repoId": "cyankiwi/K2-Horizon-7B-AWQ-FP8", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 4096}, "status": "age_policy_deferred", "targetGpu": "Mthreads_s4000", "taskId": null, "taskType": "text-generation"}
 {"batchId": "eb3d0b2c5e1c449ea11c3401ecc7dbf0", "completedAt": "2026-10-06T13:51:56.925864+00:00", "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configSource": "modelhub_live", "createdAt": "2026-10-06T12:48:59.784938+00:00", "framework": "vllm", "intentId": "8a362f388a654e5bbd2ba1ca8a76b8d1", "repoId": "OsaurusAI/Raptor-0.6.1-preview-4B-JANG_6M", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 4096}, "status": "age_policy_deferred", "targetGpu": "Mthreads_s4000", "taskId": null, "taskType": "text-generation"}
-{"batchId": "eb3d0b2c5e1c449ea11c3401ecc7dbf0", "completedAt": "2026-10-06T13:51:56.925861+00:00", "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configSource": "modelhub_live", "createdAt": "2026-10-06T12:48:59.784880+00:00", "framework": "vllm", "intentId": "dfe52b71f1b8472eb3aefae4d7738b35", "repoId": "ibm-granite/granite-4.2-3b", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 4096}, "status": "age_policy_deferred", "targetGpu": "Mthreads_s4000", "taskId": null, "taskType": "text-generation"}
-{"batchId": "eb3d0b2c5e1c449ea11c3401ecc7dbf0", "completedAt": "2026-10-06T13:51:56.925857+00:00", "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configSource": "modelhub_live", "createdAt": "2026-10-06T12:48:59.784798+00:00", "framework": "vllm", "intentId": "899c1e8db0c544f6995509d09393eb78", "repoId": "nkkbr/Mini-K3-1H-llama-mha-block4-v1", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 4096}, "status": "age_policy_deferred", "targetGpu": "Mthreads_s4000", "taskId": null, "taskType": "text-generation"}
-{"batchId": "eb3d0b2c5e1c449ea11c3401ecc7dbf0", "completedAt": "2026-10-06T13:51:56.925854+00:00", "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configSource": "modelhub_live", "createdAt": "2026-10-06T12:48:59.784739+00:00", "framework": "vllm", "intentId": "98896281e86048c59469d6d7bfa17db8", "repoId": "nkkbr/Mini-K3-1H-llama-gqa-block4-v1", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 4096}, "status": "age_policy_deferred", "targetGpu": "Mthreads_s4000", "taskId": null, "taskType": "text-generation"}
-{"batchId": "eb3d0b2c5e1c449ea11c3401ecc7dbf0", "completedAt": "2026-10-06T13:51:56.925851+00:00", "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configSource": "modelhub_live", "createdAt": "2026-10-06T12:48:59.784683+00:00", "framework": "vllm", "intentId": "a4325effee7c4635a87dea0da066478e", "repoId": "nkkbr/Mini-K3-1H-kda-kernel-1-v2", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 4096}, "status": "age_policy_deferred", "targetGpu": "Mthreads_s4000", "taskId": null, "taskType": "text-generation"}
diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index 686960da91..16f18639c5 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -41,6 +41,6 @@
   },
   "acceptedSinceRefresh": 3757,
   "acceptedTotal": 3757,
-  "generatedAt": "2026-10-14T23:57:38.675405+00:00",
+  "generatedAt": "2026-10-15T00:11:17.099306+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 0557f70fa5..f94b163637 100644
--- a/manifest.json
+++ b/manifest.json
@@ -10,16 +10,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "3394696c8150fc6c59c7bd7c9853bd4f63fb783d8a2cfe283d7984f18e4f6595",
     ".modelhub_state/recent_outcomes.jsonl": "530c3f3f681469cb91364456a0b40c6fcc13b4df04b6e2659e523f96bbbc2ce5",
     ".modelhub_state/recovery_active_tasks.jsonl": "816af2cee6ae304babf079444ff073e3f43c6d9a8a8ffa5a603e6836d27d4f72",
-    ".modelhub_state/recovery_intents.jsonl": "6d4e17b509a8f2bb9ed62c4aea3df2c57ee53dbc86ce658b7ebcee7705d0be98",
-    ".modelhub_state/routing_intelligence.json": "e113fca385db3a8e59b60ea9f8d5fd7ee4972edb2b26ab6ec35ce076593063e1",
+    ".modelhub_state/recovery_intents.jsonl": "43116492f9b6c1ac639efe13b6cf1e0d4617c8c3fa83545b5fd3db6b5bb748db",
+    ".modelhub_state/routing_intelligence.json": "86583e47a693e02ca6a42c34c1c705d95dcd7aa78b0b90213258be21b2162337",
     ".modelhub_state/submission_exclusions.jsonl": "660ad77b924d3b0cc76f46aacd1f91a924d13a02bc68057eb5a964647441283b",
     ".modelhub_state/worker_crashes.jsonl": "c6b627ba4bfe6f0f89b6dfc017d052f3b1717feac7f9dd06d3003f04166819a9",
     "ledger/submissions.jsonl": "fe5c538d3c69e74d0bbbc1d07b525047b68ae86422639220f6892cc8a16e4f05",
     "outcomes/submissions.jsonl": "2adec4e5c7d50d9597bd1f2b0c05dc12064f0329ee4c692498b06b6e2301725a"
   },
-  "generation": 25039,
-  "phase": "intent",
+  "generation": 25040,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-15T00:04:38.867020+00:00",
+  "updatedAt": "2026-10-15T00:11:17.328073+00:00",
   "writerId": "9b5b3ed8772344608455c7e3b71f5c9f"
 }