diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index b1a19239bb..1562563c4b 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -461,7 +461,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-11-01T14:11:56.405499+00:00",
+  "generatedAt": "2026-11-01T14:13:01.793004+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index b85384d6c3..f8987ae4c8 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-11-01T14:11:56.405499+00:00",
+  "catalogUpdatedAt": "2026-11-01T14:13:01.793004+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-11-01T14:11:56.405499+00:00",
+  "generatedAt": "2026-11-01T14:13:04.948372+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -2444,42 +2444,6 @@
       ],
       "updatedAt": "2026-11-01T04:13:15.422853+00:00"
     },
-    "https://modelscope.cn/models/Youssofal/Qwen3.6-27B-MTPLX-Optimized|2026-09-24T13:17:11+00:00|Ascend_910-b4": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-31T04:10:38.109929+00:00"
-    },
-    "https://modelscope.cn/models/Youssofal/Qwen3.6-27B-MTPLX-Optimized|2026-09-24T13:17:11+00:00|Iluvatar_bi-100": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-31T04:10:38.257220+00:00"
-    },
-    "https://modelscope.cn/models/Youssofal/Qwen3.6-27B-MTPLX-Optimized|2026-09-24T13:17:11+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-31T04:10:38.070068+00:00"
-    },
-    "https://modelscope.cn/models/Youssofal/Qwen3.6-27B-MTPLX-Optimized|2026-09-24T13:17:11+00:00|MetaX_c-500": {
-      "taskTypes": [
-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-31T04:10:38.161335+00:00"
-    },
-    "https://modelscope.cn/models/Youssofal/Qwen3.6-27B-MTPLX-Optimized|2026-09-24T13:17:11+00:00|Sunrise_pt-200-x1": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-31T04:10:38.206783+00:00"
-    },
     "https://modelscope.cn/models/Youssofal/Qwen3.6-35B-A3B-MTPLX-Optimized-Speed|2026-09-17T13:56:15+00:00|Ascend_910-b4": {
       "taskTypes": [
         "text-generation",
@@ -4106,6 +4070,115 @@
       ],
       "updatedAt": "2026-11-01T13:26:02.836015+00:00"
     },
+    "https://modelscope.cn/models/jiangjiang419/minimaxh3|2026-11-01T14:10:12+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-11-01T14:13:04.730690+00:00"
+    },
+    "https://modelscope.cn/models/jiangjiang419/minimaxh3|2026-11-01T14:10:12+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-11-01T14:13:04.695774+00:00"
+    },
+    "https://modelscope.cn/models/jiangjiang419/minimaxh3|2026-11-01T14:10:12+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-11-01T14:13:04.643220+00:00"
+    },
+    "https://modelscope.cn/models/jiangjiang419/minimaxh3|2026-11-01T14:10:12+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-11-01T14:13:04.439135+00:00"
+    },
+    "https://modelscope.cn/models/jiangjiang419/minimaxh3|2026-11-01T14:10:12+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-11-01T14:13:04.915957+00:00"
+    },
+    "https://modelscope.cn/models/jiangjiang419/minimaxh3|2026-11-01T14:10:12+00:00|Iluvatar_bi-100": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-11-01T14:13:04.884454+00:00"
+    },
+    "https://modelscope.cn/models/jiangjiang419/minimaxh3|2026-11-01T14:10:12+00:00|Iluvatar_bi-150": {
+      "taskTypes": [
+        "asr",
+        "question_answering",
+        "reinforcement_learning",
+        "text-generation",
+        "text-to-image-generation",
+        "text_classification",
+        "vision_classification",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-11-01T14:13:04.609901+00:00"
+    },
+    "https://modelscope.cn/models/jiangjiang419/minimaxh3|2026-11-01T14:10:12+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-11-01T14:13:04.522814+00:00"
+    },
+    "https://modelscope.cn/models/jiangjiang419/minimaxh3|2026-11-01T14:10:12+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-11-01T14:13:04.571765+00:00"
+    },
+    "https://modelscope.cn/models/jiangjiang419/minimaxh3|2026-11-01T14:10:12+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-11-01T14:13:04.771861+00:00"
+    },
+    "https://modelscope.cn/models/jiangjiang419/minimaxh3|2026-11-01T14:10:12+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-11-01T14:13:04.948372+00:00"
+    },
+    "https://modelscope.cn/models/jiangjiang419/minimaxh3|2026-11-01T14:10:12+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-11-01T14:13:04.813435+00:00"
+    },
+    "https://modelscope.cn/models/jiangjiang419/minimaxh3|2026-11-01T14:10:12+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-11-01T14:13:04.482693+00:00"
+    },
+    "https://modelscope.cn/models/jiangjiang419/minimaxh3|2026-11-01T14:10:12+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-11-01T14:13:04.846453+00:00"
+    },
     "https://modelscope.cn/models/junwenlu/Qwen3.8-27B-Ridge-3.7bpw|2026-09-16T09:05:06+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -4223,14 +4296,6 @@
       ],
       "updatedAt": "2026-10-31T04:10:40.006346+00:00"
     },
-    "https://modelscope.cn/models/juspay/Kwaipilot-KAT-Dev-CPT-LoRA-Adapter-HyperSwitch|2026-09-24T03:43:48+00:00|Ascend_910-b4": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-31T04:10:38.880372+00:00"
-    },
     "https://modelscope.cn/models/juspay/Kwaipilot-KAT-Dev-CPT-LoRA-Adapter-HyperSwitch|2026-09-24T03:43:48+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
@@ -4261,19 +4326,6 @@
       ],
       "updatedAt": "2026-10-31T04:10:38.998070+00:00"
     },
-    "https://modelscope.cn/models/juspay/Kwaipilot-KAT-Dev-CPT-LoRA-Adapter-HyperSwitch|2026-09-24T03:43:48+00:00|Iluvatar_bi-150": {
-      "taskTypes": [
-        "asr",
-        "question_answering",
-        "reinforcement_learning",
-        "text-generation",
-        "text-to-image-generation",
-        "text_classification",
-        "vision_classification",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-31T04:10:38.845164+00:00"
-    },
     "https://modelscope.cn/models/juspay/Kwaipilot-KAT-Dev-CPT-LoRA-Adapter-HyperSwitch|2026-09-24T03:43:48+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "asr",
@@ -4283,12 +4335,6 @@
       ],
       "updatedAt": "2026-10-31T04:10:39.902033+00:00"
     },
-    "https://modelscope.cn/models/juspay/Kwaipilot-KAT-Dev-CPT-LoRA-Adapter-HyperSwitch|2026-09-24T03:43:48+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-31T04:10:38.805237+00:00"
-    },
     "https://modelscope.cn/models/juspay/Kwaipilot-KAT-Dev-CPT-LoRA-Adapter-HyperSwitch|2026-09-24T03:43:48+00:00|MetaX_c-500": {
       "taskTypes": [
         "feature_emb",
@@ -4370,19 +4416,6 @@
       ],
       "updatedAt": "2026-10-31T04:10:39.060284+00:00"
     },
-    "https://modelscope.cn/models/juspay/Qwen2.5-Coder-32B-Instruct-CPT-LoRA-Adapter-HyperSwitch|2026-09-24T03:41:11+00:00|Iluvatar_bi-150": {
-      "taskTypes": [
-        "asr",
-        "question_answering",
-        "reinforcement_learning",
-        "text-generation",
-        "text-to-image-generation",
-        "text_classification",
-        "vision_classification",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-31T04:10:38.895503+00:00"
-    },
     "https://modelscope.cn/models/juspay/Qwen2.5-Coder-32B-Instruct-CPT-LoRA-Adapter-HyperSwitch|2026-09-24T03:41:11+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "asr",
@@ -4392,12 +4425,6 @@
       ],
       "updatedAt": "2026-10-31T04:10:39.959529+00:00"
     },
-    "https://modelscope.cn/models/juspay/Qwen2.5-Coder-32B-Instruct-CPT-LoRA-Adapter-HyperSwitch|2026-09-24T03:41:11+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-31T04:10:38.859106+00:00"
-    },
     "https://modelscope.cn/models/juspay/Qwen2.5-Coder-32B-Instruct-CPT-LoRA-Adapter-HyperSwitch|2026-09-24T03:41:11+00:00|MetaX_c-500": {
       "taskTypes": [
         "feature_emb",
@@ -5608,35 +5635,6 @@
       ],
       "updatedAt": "2026-10-31T04:10:44.681297+00:00"
     },
-    "https://modelscope.cn/models/prithivMLmods/Tev1-4B-experimental-GGUF|2026-09-24T18:27:47+00:00|Ascend_910-b3": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-31T04:10:38.100339+00:00"
-    },
-    "https://modelscope.cn/models/prithivMLmods/Tev1-4B-experimental-GGUF|2026-09-24T18:27:47+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-31T04:10:38.062790+00:00"
-    },
-    "https://modelscope.cn/models/prithivMLmods/Tev1-4B-experimental-GGUF|2026-09-24T18:27:47+00:00|Mthreads_s4000": {
-      "taskTypes": [
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-31T04:10:38.195563+00:00"
-    },
-    "https://modelscope.cn/models/prithivMLmods/Tev1-4B-experimental-GGUF|2026-09-24T18:27:47+00:00|hygon_k100-ai": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-31T04:10:38.150110+00:00"
-    },
     "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX|2026-10-30T12:50:22+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
@@ -6591,6 +6589,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-11-01T14:11:56.405499+00:00",
+  "taskTreeUpdatedAt": "2026-11-01T14:13:01.793004+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index fe80a85265..1cba963eac 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "75992f8fc87bd43463ad6a2225d42d2ca55bf3279439823531261e6ae705f09c",
     ".modelhub_state/architecture_compatibility_blacklist.json": "718d9998005fba1149002c67ead44188f4a87db7822c19912bec5b4919922eef",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "574052e1a34893d978cb4188b7c2ad9caae9c8d80b7d375359bda4d18575aba2",
-    ".modelhub_state/official_capabilities.json": "c020d2e3722177dea8533f69be37d0a8bcbf839351bb31e14fe780c15e90921f",
+    ".modelhub_state/market_intelligence.json": "ea0e45cc8566642de9fb4d5748eee4dc5a488f9e0e13c597a7cc1da62bdc8cee",
+    ".modelhub_state/official_capabilities.json": "552f415c18706343e3bebb3d0b47e854e29e86f3b82b28c100c63b6ee4ab14a4",
     ".modelhub_state/outcome_checkpoint.json": "f9ac3f83fbdc0cb7ac7a56f19912ace45b4e7e55ec20b7757e7cf9348fc6d4fc",
     ".modelhub_state/recent_outcomes.jsonl": "904b824a052f0f4311e73435ce38c3c62019c18a202f4b1c0b84b5d795cd3bd1",
     ".modelhub_state/recovery_active_tasks.jsonl": "6973ce4813b2b2e9e0d8793d236cfa042d1169df9620be78da5c2469d64f9ceb",
@@ -16,9 +16,9 @@
     "ledger/submissions.jsonl": "97c8b126bae9fe88dfbc61de1600a00759dd6158e8eec6fa6ea3d985f4e2145b",
     "outcomes/submissions.jsonl": "c9fa41e91a6780c5d8b83d424ceaa17df51584323200a4e60f27fc7b7467bfc1"
   },
-  "generation": 18556,
+  "generation": 18557,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-11-01T14:11:58.847293+00:00",
+  "updatedAt": "2026-11-01T14:13:07.833941+00:00",
   "writerId": "b60d613251844af6b43636e34287be85"
 }