diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index f876352dd8..f64b932970 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3837,18 +3837,18 @@
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 {"batchId": "47545abb344842a0a66a84a1defcc9e6", "completedAt": "2026-10-25T15:52:05.653845+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:52:03.313845+00:00", "framework": "vllm_tokenizer_patch", "intentId": "5ec5148e5a6b4aeba31ebeff802431f6", "repoId": "cyankiwi/Olmo-3.1-32B-Instruct-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
@@ -4137,15 +4137,3 @@
 {"batchId": "57a18bec8eb44338ab48ad40860d08c8", "completedAt": "2026-10-25T15:23:58.618092+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:23:56.145646+00:00", "framework": "vllm_fix_tokenizer", "intentId": "5acd21d2a5574df9b7d06ea129079fe6", "repoId": "cyankiwi/AgentCPM-Explore-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
 {"batchId": "57a18bec8eb44338ab48ad40860d08c8", "completedAt": "2026-10-25T15:23:58.618089+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:23:56.145603+00:00", "framework": "vllm_fix_tokenizer", "intentId": "bf284cf3291a4670ac3c3bf002b46180", "repoId": "cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
 {"batchId": "57a18bec8eb44338ab48ad40860d08c8", "completedAt": "2026-10-25T15:23:58.618085+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:23:56.145560+00:00", "framework": "vllm_fix_tokenizer", "intentId": "310f12970b2d4168826c09c815f1e0b8", "repoId": "RecursiveSI/flint-int4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
-{"batchId": "57a18bec8eb44338ab48ad40860d08c8", "completedAt": "2026-10-25T15:23:58.618082+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:23:56.145514+00:00", "framework": "vllm_fix_tokenizer", "intentId": "c6c4de99b95948a59fe9d6aede677fe5", "repoId": "cyankiwi/Qwen3-4B-Instruct-2507-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
-{"batchId": "57a18bec8eb44338ab48ad40860d08c8", "completedAt": "2026-10-25T15:23:58.618077+00:00", "configFingerprint": "c3417d4cf0cace42b885302a840d839669bae56dd15e08981307f82a5dcd39d7", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:23:56.145458+00:00", "framework": "llamacpp", "intentId": "5663ef4babe04bbb95d2c0ef3fa855c5", "repoId": "AtomicChat/Qwen3.5-9B-DFlash-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Iluvatar_bi-150", "taskId": null, "taskType": "text-generation"}
-{"batchId": "57a18bec8eb44338ab48ad40860d08c8", "completedAt": "2026-10-25T15:23:58.618057+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:23:56.145350+00:00", "framework": "vllm-mlu", "intentId": "3e9736739ecb4bad8fbb4e9ade7ce32a", "repoId": "cyankiwi/AgentCPM-Report-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "49ef4f88e3464686a90bc3e12f8ce65f", "completedAt": "2026-10-25T15:22:21.368304+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:22:18.942472+00:00", "framework": "vllm_fix_tokenizer", "intentId": "f43b97f331854552a4530fd806e77440", "repoId": "cyankiwi/Kimi-Dev-72B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
-{"batchId": "49ef4f88e3464686a90bc3e12f8ce65f", "completedAt": "2026-10-25T15:22:21.368300+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:22:18.942430+00:00", "framework": "vllm_fix_tokenizer", "intentId": "42deb6a971154ccfbfa60768895fd54e", "repoId": "cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
-{"batchId": "49ef4f88e3464686a90bc3e12f8ce65f", "completedAt": "2026-10-25T15:22:21.368297+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:22:18.942388+00:00", "framework": "vllm_fix_tokenizer", "intentId": "ebdf3d995f404e1da3f925939fdea83c", "repoId": "kakarotter/calix", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
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-{"batchId": "49ef4f88e3464686a90bc3e12f8ce65f", "completedAt": "2026-10-25T15:22:21.368284+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:22:18.942217+00:00", "framework": "vllm_fix_tokenizer", "intentId": "85a2585f63a6433f92c9874fbcda3eb4", "repoId": "cyankiwi/AgentCPM-Explore-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
-{"batchId": "49ef4f88e3464686a90bc3e12f8ce65f", "completedAt": "2026-10-25T15:22:21.368281+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:22:18.942151+00:00", "framework": "vllm_fix_tokenizer", "intentId": "3f6466507be34e55ade54e8745cf470e", "repoId": "cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
-{"batchId": "49ef4f88e3464686a90bc3e12f8ce65f", "completedAt": "2026-10-25T15:22:21.368278+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T15:22:18.942108+00:00", "framework": "vllm_fix_tokenizer", "intentId": "c1f98f0aee7a413284a87f5ce28b4b7c", "repoId": "RecursiveSI/flint-int4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index 05832b2091..321ce2d66c 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -41,6 +41,6 @@
   },
   "acceptedSinceRefresh": 3970,
   "acceptedTotal": 3970,
-  "generatedAt": "2026-10-25T15:52:05.566788+00:00",
+  "generatedAt": "2026-10-25T15:53:23.259438+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 13ce2b400d..edaff1c510 100644
--- a/manifest.json
+++ b/manifest.json
@@ -10,16 +10,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "5e6385451ba16c7dd7646282a87fdf786c1d685dd4c2013dd9db51059196526d",
     ".modelhub_state/recent_outcomes.jsonl": "295d02cdd19aa31a8087903ff97272cbe6bc614847d4ab4126d783ee6e2c1e49",
     ".modelhub_state/recovery_active_tasks.jsonl": "3584859cb5b6b54e8eb512beb4d6ed26df606206e8e166f17ca312adb226b797",
-    ".modelhub_state/recovery_intents.jsonl": "b550452969bb1210a236282f7f0d995283f653e4cc4a2374f4b6b22cf287e429",
-    ".modelhub_state/routing_intelligence.json": "94fed32a4f673604e81027ef9cef31e19dbbdcf5f0d113ef80ac405cc0af9608",
+    ".modelhub_state/recovery_intents.jsonl": "47e40878983d34edb578c674c28885238d9261f6c50f3f8cd268eaaff267e2b5",
+    ".modelhub_state/routing_intelligence.json": "7372684a934ed404c9ceca24b6541538f8aa8c946162d0252bc78f06b80ad55e",
     ".modelhub_state/submission_exclusions.jsonl": "3db506f4d37bc78a9069d6022969e3718fa3eb1dad129907c99f63d5a7300ba1",
     ".modelhub_state/worker_crashes.jsonl": "0fc6c3913ba6a3ff00019bfaff56ce222acc4b192a4ed26e7f61a0bec8699b05",
     "ledger/submissions.jsonl": "0bb2b2785e76afde50eff05480fcf72b54c02f3ff716b4b6a28833c211028ef5",
     "outcomes/submissions.jsonl": "85140b6b475363d2d6a8cbafa62af80844f65a13eca4ae1a6f49c42256d36a07"
   },
-  "generation": 36652,
-  "phase": "intent",
+  "generation": 36653,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-25T15:53:21.067617+00:00",
+  "updatedAt": "2026-10-25T15:53:23.563225+00:00",
   "writerId": "7ff73e6204284f23bc2b88b7c29d21d9"
 }