diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index f03e0c381a..e9bea735e2 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -461,7 +461,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-11-01T17:16:54.189281+00:00",
+  "generatedAt": "2026-11-01T17:17:58.587059+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
@@ -531,7 +531,7 @@
     },
     "Cambricon_mlu-370-x4": {
       "available": true,
-      "backlogHours": 0.0016791268540359014,
+      "backlogHours": 0.0016962608015260636,
       "canVerify": true,
       "error": null,
       "gpu": "Cambricon_mlu-370-x4",
@@ -549,7 +549,7 @@
       "stale": false,
       "submissionEligible": true,
       "throughputPerHour": 58363.666666666664,
-      "waiting": 98
+      "waiting": 99
     },
     "Cambricon_mlu-370-x8": {
       "available": true,
@@ -575,7 +575,7 @@
     },
     "Iluvatar_bi-100": {
       "available": true,
-      "backlogHours": 0.0016791268540359014,
+      "backlogHours": 0.0016962608015260636,
       "canVerify": true,
       "error": null,
       "gpu": "Iluvatar_bi-100",
@@ -593,7 +593,7 @@
       "stale": false,
       "submissionEligible": true,
       "throughputPerHour": 58363.666666666664,
-      "waiting": 98
+      "waiting": 99
     },
     "Iluvatar_bi-150": {
       "available": true,
@@ -663,7 +663,7 @@
     },
     "MetaX_c-500": {
       "available": true,
-      "backlogHours": 0.0016962608015260636,
+      "backlogHours": 0.0016791268540359014,
       "canVerify": true,
       "error": null,
       "gpu": "MetaX_c-500",
@@ -681,11 +681,11 @@
       "stale": false,
       "submissionEligible": true,
       "throughputPerHour": 58363.666666666664,
-      "waiting": 99
+      "waiting": 98
     },
     "Mthreads_s4000": {
       "available": true,
-      "backlogHours": 0.0016791268540359014,
+      "backlogHours": 0.0016962608015260636,
       "canVerify": true,
       "error": null,
       "gpu": "Mthreads_s4000",
@@ -703,11 +703,11 @@
       "stale": false,
       "submissionEligible": true,
       "throughputPerHour": 58363.666666666664,
-      "waiting": 98
+      "waiting": 99
     },
     "Sunrise_pt-200-x1": {
       "available": true,
-      "backlogHours": 0.0016791268540359014,
+      "backlogHours": 0.0016962608015260636,
       "canVerify": true,
       "error": null,
       "gpu": "Sunrise_pt-200-x1",
@@ -725,11 +725,11 @@
       "stale": false,
       "submissionEligible": true,
       "throughputPerHour": 58363.666666666664,
-      "waiting": 98
+      "waiting": 99
     },
     "Vastai_va16": {
       "available": true,
-      "backlogHours": 0.0016962608015260636,
+      "backlogHours": 0.0016791268540359014,
       "canVerify": true,
       "error": null,
       "gpu": "Vastai_va16",
@@ -747,11 +747,11 @@
       "stale": false,
       "submissionEligible": true,
       "throughputPerHour": 58363.666666666664,
-      "waiting": 99
+      "waiting": 98
     },
     "hygon_k100-ai": {
       "available": true,
-      "backlogHours": 0.0016962608015260636,
+      "backlogHours": 0.0016791268540359014,
       "canVerify": true,
       "error": null,
       "gpu": "hygon_k100-ai",
@@ -769,12 +769,12 @@
       "stale": false,
       "submissionEligible": true,
       "throughputPerHour": 58363.666666666664,
-      "waiting": 99
+      "waiting": 98
     }
   },
-  "queueAttemptedAt": "2026-11-01T17:07:45.389067+00:00",
+  "queueAttemptedAt": "2026-11-01T17:17:58.587059+00:00",
   "queueError": null,
-  "queueUpdatedAt": "2026-11-01T17:07:45.389067+00:00",
+  "queueUpdatedAt": "2026-11-01T17:17:58.587059+00:00",
   "supportedGpus": [
     "Cambricon_mlu-370-x4",
     "Vastai_va16",
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 2103614b28..1499dad1b5 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-11-01T17:16:54.189281+00:00",
+  "catalogUpdatedAt": "2026-11-01T17:17:58.587059+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-11-01T17:16:54.189281+00:00",
+  "generatedAt": "2026-11-01T17:17:58.587059+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6584,6 +6584,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-11-01T17:16:54.189281+00:00",
+  "taskTreeUpdatedAt": "2026-11-01T17:17:58.587059+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index cf84846889..f1028cd1f5 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "75992f8fc87bd43463ad6a2225d42d2ca55bf3279439823531261e6ae705f09c",
     ".modelhub_state/architecture_compatibility_blacklist.json": "32f50e4e57e316a70d7b38d26d2aaf01a98f042365deb8c1872f584b91815180",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "f450d65c986574e599e929ae0b5421a0bcf96bec910bcc337bb73013fe4fd70b",
-    ".modelhub_state/official_capabilities.json": "50841e6f6d7eedfe3ec98b157cc853a0cb2e3015fee935fce750c6cdd76914fa",
+    ".modelhub_state/market_intelligence.json": "e13f6e50cae66c988c28f2f445bf9cb781ad584b807131e4a8c594b057bc4a03",
+    ".modelhub_state/official_capabilities.json": "c8219cb24011b0ef0221de4b70670845a741cf94d49f4d56a88d24c42e0c59e1",
     ".modelhub_state/outcome_checkpoint.json": "f9ac3f83fbdc0cb7ac7a56f19912ace45b4e7e55ec20b7757e7cf9348fc6d4fc",
     ".modelhub_state/recent_outcomes.jsonl": "904b824a052f0f4311e73435ce38c3c62019c18a202f4b1c0b84b5d795cd3bd1",
     ".modelhub_state/recovery_active_tasks.jsonl": "d68eb6dc20c83865563e529c24e282f4f1312b783597d3c4b0a780e80a2ce3a2",
@@ -16,9 +16,9 @@
     "ledger/submissions.jsonl": "a906f37735a17233ac573bfa2325375a30a145db5bcc78b961334d1f7d8bb6db",
     "outcomes/submissions.jsonl": "a17a12424cfce5943ff90dfda66b4ec2df8f15e08e4dafb3ccd69870ae0dac02"
   },
-  "generation": 18719,
+  "generation": 18720,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-11-01T17:16:54.660693+00:00",
+  "updatedAt": "2026-11-01T17:17:59.547825+00:00",
   "writerId": "b60d613251844af6b43636e34287be85"
 }