diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 9886d60d88..4cd324e821 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-11-01T15:19:10.248088+00:00",
+  "communityAttemptedAt": "2026-11-01T15:34:51.384924+00:00",
   "communityError": null,
   "communitySample": {},
-  "communityUpdatedAt": "2026-11-01T15:19:10.248088+00:00",
+  "communityUpdatedAt": "2026-11-01T15:34:51.384924+00:00",
   "frameworkAttemptedAt": "2026-11-01T13:29:19.842142+00:00",
   "frameworkError": null,
   "frameworkStats": {
@@ -461,7 +461,7 @@
     }
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   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-11-01T15:33:46.147790+00:00",
+  "generatedAt": "2026-11-01T15:34:51.384924+00:00",
   "gpuStats": {
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@@ -522,7 +522,7 @@
       "recentSuccessRate": 1.0,
       "recentTerminal": 350081,
       "recentWilsonLowerBound": 0.9999890266599879,
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       "submissionEligible": true,
@@ -531,7 +531,7 @@
     },
     "Cambricon_mlu-370-x4": {
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-      "backlogHours": 0.0016967501806724728,
+      "backlogHours": 0.0016796112899586095,
       "canVerify": true,
       "error": null,
       "gpu": "Cambricon_mlu-370-x4",
@@ -544,38 +544,38 @@
       "recentSuccessRate": 1.0,
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       "recentWilsonLowerBound": 0.9999890266599879,
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-      "gpu": "Cambricon_mlu-370-x8",
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+      "waiting": 98
+    },
+    "Cambricon_mlu-370-x8": {
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+      "backlogHours": 0.0016796112899586095,
+      "canVerify": true,
+      "error": null,
+      "gpu": "Cambricon_mlu-370-x8",
+      "healthFactor": 1.0,
+      "maxConcurrentTasks": 7,
+      "qualityFactor": 2.5,
+      "queueFactor": 1.0,
+      "queueWeight": 1.0,
+      "recentSuccess": 350081,
+      "recentSuccessRate": 1.0,
+      "recentTerminal": 350081,
+      "recentWilsonLowerBound": 0.9999890266599879,
+      "running": 0,
+      "selectionWeight": 2.5,
+      "stale": false,
+      "submissionEligible": true,
+      "throughputPerHour": 58346.833333333336,
+      "waiting": 98
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     "Iluvatar_bi-100": {
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-      "backlogHours": 0.0016796112899586095,
+      "backlogHours": 0.0016967501806724728,
       "canVerify": true,
       "error": null,
       "gpu": "Iluvatar_bi-100",
@@ -593,11 +593,11 @@
       "stale": false,
       "submissionEligible": true,
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+      "waiting": 99
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     "Iluvatar_bi-150": {
       "available": true,
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+      "backlogHours": 0.0016796112899586095,
       "canVerify": true,
       "error": null,
       "gpu": "Iluvatar_bi-150",
@@ -610,16 +610,16 @@
       "recentSuccessRate": 1.0,
       "recentTerminal": 350081,
       "recentWilsonLowerBound": 0.9999890266599879,
-      "running": 21,
+      "running": 0,
       "selectionWeight": 2.5,
       "stale": false,
       "submissionEligible": true,
       "throughputPerHour": 58346.833333333336,
-      "waiting": 99
+      "waiting": 98
     },
     "Iluvatar_mrv-100": {
       "available": true,
-      "backlogHours": 0.0016796112899586095,
+      "backlogHours": 0.0016967501806724728,
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       "error": null,
       "gpu": "Iluvatar_mrv-100",
@@ -637,7 +637,7 @@
       "stale": false,
       "submissionEligible": true,
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+      "waiting": 99
     },
     "Kunlunxin_p-800": {
       "available": true,
@@ -685,7 +685,7 @@
     },
     "Mthreads_s4000": {
       "available": true,
-      "backlogHours": 0.0016796112899586095,
+      "backlogHours": 0.0016967501806724728,
       "canVerify": true,
       "error": null,
       "gpu": "Mthreads_s4000",
@@ -698,12 +698,12 @@
       "recentSuccessRate": 1.0,
       "recentTerminal": 350081,
       "recentWilsonLowerBound": 0.9999890266599879,
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+      "running": 0,
       "selectionWeight": 2.5,
       "stale": false,
       "submissionEligible": true,
       "throughputPerHour": 58346.833333333336,
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+      "waiting": 99
     },
     "Sunrise_pt-200-x1": {
       "available": true,
@@ -751,7 +751,7 @@
     },
     "hygon_k100-ai": {
       "available": true,
-      "backlogHours": 0.0016967501806724728,
+      "backlogHours": 0.0016796112899586095,
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       "error": null,
       "gpu": "hygon_k100-ai",
@@ -769,12 +769,12 @@
       "stale": false,
       "submissionEligible": true,
       "throughputPerHour": 58346.833333333336,
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-  "queueAttemptedAt": "2026-11-01T15:23:59.311149+00:00",
+  "queueAttemptedAt": "2026-11-01T15:34:51.384924+00:00",
   "queueError": null,
-  "queueUpdatedAt": "2026-11-01T15:23:59.311149+00:00",
+  "queueUpdatedAt": "2026-11-01T15:34:51.384924+00:00",
   "supportedGpus": [
     "Cambricon_mlu-370-x4",
     "Vastai_va16",
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 83a78a3fbe..38c30773e3 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-11-01T15:33:46.147790+00:00",
+  "catalogUpdatedAt": "2026-11-01T15:34:51.384924+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-11-01T15:33:46.147790+00:00",
+  "generatedAt": "2026-11-01T15:34:51.384924+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6595,6 +6595,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-11-01T15:33:46.147790+00:00",
+  "taskTreeUpdatedAt": "2026-11-01T15:34:51.384924+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index b5f21b2e4a..20070c9c60 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "75992f8fc87bd43463ad6a2225d42d2ca55bf3279439823531261e6ae705f09c",
     ".modelhub_state/architecture_compatibility_blacklist.json": "c97d39adb3fe73ffd141c475f507dfc2f04b2ec7bc2b999c1c356cf3481524da",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "bdf61b88e6351fd40efe217960b102b3d40d54d8840604750e8a3c2aedebf4d4",
-    ".modelhub_state/official_capabilities.json": "c6adde22fc4cf60a5feaf08bd6d27238f77cef0ef032eef1477c0a4445d0c9d2",
+    ".modelhub_state/market_intelligence.json": "08f8e400e75105e795d8db40218b00a1569ddfd6c5898faa015099eab5120e0e",
+    ".modelhub_state/official_capabilities.json": "36b61a291c448640963988bb9232957faa5085cfa3fb964d6539c7b8f09569fe",
     ".modelhub_state/outcome_checkpoint.json": "f9ac3f83fbdc0cb7ac7a56f19912ace45b4e7e55ec20b7757e7cf9348fc6d4fc",
     ".modelhub_state/recent_outcomes.jsonl": "904b824a052f0f4311e73435ce38c3c62019c18a202f4b1c0b84b5d795cd3bd1",
     ".modelhub_state/recovery_active_tasks.jsonl": "e3f8fe4963d98f8b2e7db799afd41d8b12ae24a261ecf155bf8111fec7aedb52",
@@ -16,9 +16,9 @@
     "ledger/submissions.jsonl": "a906f37735a17233ac573bfa2325375a30a145db5bcc78b961334d1f7d8bb6db",
     "outcomes/submissions.jsonl": "a17a12424cfce5943ff90dfda66b4ec2df8f15e08e4dafb3ccd69870ae0dac02"
   },
-  "generation": 18631,
+  "generation": 18632,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-11-01T15:33:48.460132+00:00",
+  "updatedAt": "2026-11-01T15:34:55.979738+00:00",
   "writerId": "b60d613251844af6b43636e34287be85"
 }