diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 73c20dad81..1fbb020072 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -461,11 +461,11 @@
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-  "generatedAt": "2026-11-01T14:20:05.556579+00:00",
+  "generatedAt": "2026-11-01T14:21:09.423773+00:00",
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@@ -483,11 +483,11 @@
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@@ -500,12 +500,12 @@
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@@ -531,7 +531,7 @@
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       "gpu": "Cambricon_mlu-370-x4",
@@ -544,16 +544,16 @@
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-      "backlogHours": 0.00027426377318385956,
+      "backlogHours": 0.0003599712023038157,
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       "gpu": "Cambricon_mlu-370-x8",
@@ -571,11 +571,11 @@
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-      "backlogHours": 0.00027426377318385956,
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       "gpu": "Iluvatar_bi-100",
@@ -588,12 +588,12 @@
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@@ -610,7 +610,7 @@
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@@ -619,7 +619,7 @@
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-      "backlogHours": 0.0003599712023038157,
+      "backlogHours": 0.00027426377318385956,
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       "gpu": "Iluvatar_mrv-100",
@@ -637,7 +637,7 @@
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     "Kunlunxin_p-800": {
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@@ -654,7 +654,7 @@
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@@ -663,7 +663,7 @@
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       "gpu": "MetaX_c-500",
@@ -676,12 +676,12 @@
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@@ -698,7 +698,7 @@
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@@ -729,7 +729,7 @@
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@@ -747,7 +747,7 @@
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@@ -772,9 +772,9 @@
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-  "queueAttemptedAt": "2026-11-01T14:10:50.195384+00:00",
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-  "queueUpdatedAt": "2026-11-01T14:10:50.195384+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 1c2a387794..3cdefa164a 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-11-01T14:20:05.556579+00:00",
+  "catalogUpdatedAt": "2026-11-01T14:21:09.423773+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-11-01T14:20:05.556579+00:00",
+  "generatedAt": "2026-11-01T14:21:09.423773+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6589,6 +6589,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-11-01T14:20:05.556579+00:00",
+  "taskTreeUpdatedAt": "2026-11-01T14:21:09.423773+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 6a7e457e1a..9c9514d3d9 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "75992f8fc87bd43463ad6a2225d42d2ca55bf3279439823531261e6ae705f09c",
     ".modelhub_state/architecture_compatibility_blacklist.json": "63adf5ab1a8ae007a30fbd0e7572eae2eb07393268357220dd59971601068bff",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "dac787001098691d959d51a6b6ae6200686c409557d5b02f95dd4b28cab8def7",
-    ".modelhub_state/official_capabilities.json": "53e97b67064d54b1361b470143dbd5ce66fbf64468c9c413a09a2d927a1ce575",
+    ".modelhub_state/market_intelligence.json": "0a74034482971ed071a8efb9c0cd73370b894f3129beff314c03fbe421ec2470",
+    ".modelhub_state/official_capabilities.json": "0a8e39c28f7008cdd7d68658b8e11110d288742892d066b4674e1fac738d86db",
     ".modelhub_state/outcome_checkpoint.json": "f9ac3f83fbdc0cb7ac7a56f19912ace45b4e7e55ec20b7757e7cf9348fc6d4fc",
     ".modelhub_state/recent_outcomes.jsonl": "904b824a052f0f4311e73435ce38c3c62019c18a202f4b1c0b84b5d795cd3bd1",
     ".modelhub_state/recovery_active_tasks.jsonl": "8f2b63e3e8261abca3afff1293543f4ea60a5c015679b72b7d7a21ec485642c8",
@@ -16,9 +16,9 @@
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     "outcomes/submissions.jsonl": "c9fa41e91a6780c5d8b83d424ceaa17df51584323200a4e60f27fc7b7467bfc1"
   },
-  "generation": 18563,
+  "generation": 18564,
   "phase": "cycle",
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-  "updatedAt": "2026-11-01T14:20:06.104341+00:00",
+  "updatedAt": "2026-11-01T14:21:10.633427+00:00",
   "writerId": "b60d613251844af6b43636e34287be85"
 }