diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 539c20ff36..349d461dea 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -434,7 +434,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-01T10:33:01.062439+00:00",
+  "generatedAt": "2026-10-01T10:35:40.665973+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
@@ -445,14 +445,14 @@
       "healthFactor": 1.0,
       "maxConcurrentTasks": 8,
       "qualityFactor": 2.5,
-      "queueFactor": 0.9937856092543202,
-      "queueWeight": 0.9937856092543202,
-      "recentSuccess": 55,
-      "recentSuccessRate": 0.4583333333333333,
+      "queueFactor": 0.9961981334609132,
+      "queueWeight": 0.9961981334609132,
+      "recentSuccess": 57,
+      "recentSuccessRate": 0.475,
       "recentTerminal": 120,
-      "recentWilsonLowerBound": 0.371859770816446,
+      "recentWilsonLowerBound": 0.3878193727928457,
       "running": 8,
-      "selectionWeight": 2.484464023135801,
+      "selectionWeight": 2.4904953336522833,
       "stale": false,
       "submissionEligible": true,
       "throughputPerHour": 20.0,
@@ -460,95 +460,95 @@
     },
     "Ascend_910-b4": {
       "available": true,
-      "backlogHours": 1546.5132743362833,
+      "backlogHours": 1443.9669421487602,
       "canVerify": true,
       "error": null,
       "gpu": "Ascend_910-b4",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 8,
-      "qualityFactor": 2.2474608916718135,
-      "queueFactor": 0.9736622847727565,
-      "queueWeight": 0.9736622847727565,
+      "qualityFactor": 1.7464690508842327,
+      "queueFactor": 0.9861224092283175,
+      "queueWeight": 0.9861224092283175,
       "recentSuccess": 50,
-      "recentSuccessRate": 0.4424778761061947,
-      "recentTerminal": 113,
-      "recentWilsonLowerBound": 0.35428881381187033,
+      "recentSuccessRate": 0.4132231404958678,
+      "recentTerminal": 121,
+      "recentWilsonLowerBound": 0.3294737440488608,
       "running": 8,
-      "selectionWeight": 2.1882679067225945,
+      "selectionWeight": 1.7222322681006526,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 18.833333333333332,
-      "waiting": 29126
+      "throughputPerHour": 20.166666666666668,
+      "waiting": 29120
     },
     "Biren_166m": {
       "available": true,
-      "backlogHours": 129.68478260869566,
+      "backlogHours": 124.1875,
       "canVerify": true,
       "error": null,
       "gpu": "Biren_166m",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 8,
-      "qualityFactor": 0.2503535951459441,
+      "qualityFactor": 0.20738612535822576,
       "queueFactor": 1.3,
       "queueWeight": 1.3,
       "recentSuccess": 33,
-      "recentSuccessRate": 0.1793478260869565,
-      "recentTerminal": 184,
-      "recentWilsonLowerBound": 0.130651004621953,
+      "recentSuccessRate": 0.171875,
+      "recentTerminal": 192,
+      "recentWilsonLowerBound": 0.12508147520436838,
       "running": 8,
-      "selectionWeight": 0.32545967368972734,
+      "selectionWeight": 0.2696019629656935,
       "stale": false,
       "submissionEligible": false,
-      "throughputPerHour": 30.666666666666668,
-      "waiting": 3977
+      "throughputPerHour": 32.0,
+      "waiting": 3974
     },
     "Cambricon_mlu-370-x4": {
       "available": true,
-      "backlogHours": 2201.0,
+      "backlogHours": 2149.255813953488,
       "canVerify": true,
       "error": null,
       "gpu": "Cambricon_mlu-370-x4",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 7,
-      "qualityFactor": 0.5753388736916492,
-      "queueFactor": 0.9234606392098046,
-      "queueWeight": 0.9234606392098046,
+      "qualityFactor": 0.49656657209834876,
+      "queueFactor": 0.9290117333821767,
+      "queueWeight": 0.9290117333821767,
       "recentSuccess": 13,
-      "recentSuccessRate": 0.30952380952380953,
-      "recentTerminal": 42,
-      "recentWilsonLowerBound": 0.1907092651972273,
+      "recentSuccessRate": 0.3023255813953488,
+      "recentTerminal": 43,
+      "recentWilsonLowerBound": 0.18601827946182875,
       "running": 7,
-      "selectionWeight": 0.5313028040615394,
+      "selectionWeight": 0.4613161718847326,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 7.0,
-      "waiting": 15407
+      "throughputPerHour": 7.166666666666667,
+      "waiting": 15403
     },
     "Cambricon_mlu-370-x8": {
       "available": true,
-      "backlogHours": 456.73043478260865,
+      "backlogHours": 452.32758620689657,
       "canVerify": true,
       "error": null,
       "gpu": "Cambricon_mlu-370-x8",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 7,
-      "qualityFactor": 0.2178694996056106,
-      "queueFactor": 1.169128917851549,
-      "queueWeight": 1.169128917851549,
+      "qualityFactor": 0.1947785071089159,
+      "queueFactor": 1.1736712178679447,
+      "queueWeight": 1.1736712178679447,
       "recentSuccess": 21,
-      "recentSuccessRate": 0.1826086956521739,
-      "recentTerminal": 115,
-      "recentWilsonLowerBound": 0.12265283002248903,
+      "recentSuccessRate": 0.1810344827586207,
+      "recentTerminal": 116,
+      "recentWilsonLowerBound": 0.12156590382956904,
       "running": 7,
-      "selectionWeight": 0.254717532306766,
+      "selectionWeight": 0.22860592765302143,
       "stale": false,
       "submissionEligible": false,
-      "throughputPerHour": 19.166666666666668,
-      "waiting": 8754
+      "throughputPerHour": 19.333333333333332,
+      "waiting": 8745
     },
     "Iluvatar_bi-100": {
       "available": true,
-      "backlogHours": 44.42424242424242,
+      "backlogHours": 44.026755852842804,
       "canVerify": true,
       "error": null,
       "gpu": "Iluvatar_bi-100",
@@ -558,36 +558,36 @@
       "queueFactor": 1.3,
       "queueWeight": 1.3,
       "recentSuccess": 7,
-      "recentSuccessRate": 0.02356902356902357,
-      "recentTerminal": 297,
-      "recentWilsonLowerBound": 0.01146259810722357,
-      "running": 26,
+      "recentSuccessRate": 0.023411371237458192,
+      "recentTerminal": 299,
+      "recentWilsonLowerBound": 0.011385618809630375,
+      "running": 25,
       "selectionWeight": 0.065,
       "stale": false,
       "submissionEligible": false,
-      "throughputPerHour": 49.5,
-      "waiting": 2199
+      "throughputPerHour": 49.833333333333336,
+      "waiting": 2194
     },
     "Iluvatar_bi-150": {
       "available": true,
-      "backlogHours": 215.7103448275862,
+      "backlogHours": 212.77551020408163,
       "canVerify": true,
       "error": null,
       "gpu": "Iluvatar_bi-150",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 50,
-      "qualityFactor": 0.164958265009548,
+      "qualityFactor": 0.2022182312930952,
       "queueFactor": 1.3,
       "queueWeight": 1.3,
-      "recentSuccess": 23,
-      "recentSuccessRate": 0.15862068965517243,
-      "recentTerminal": 145,
-      "recentWilsonLowerBound": 0.10808323146130223,
-      "running": 3,
-      "selectionWeight": 0.2144457445124124,
+      "recentSuccess": 26,
+      "recentSuccessRate": 0.17687074829931973,
+      "recentTerminal": 147,
+      "recentWilsonLowerBound": 0.12365493504914736,
+      "running": 2,
+      "selectionWeight": 0.2628837006810238,
       "stale": false,
       "submissionEligible": false,
-      "throughputPerHour": 24.166666666666668,
+      "throughputPerHour": 24.5,
       "waiting": 5213
     },
     "Iluvatar_mrv-100": {
@@ -598,15 +598,15 @@
       "gpu": "Iluvatar_mrv-100",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 2,
-      "qualityFactor": 0.9185277373745604,
-      "queueFactor": 0.9173220464359504,
-      "queueWeight": 0.9173220464359504,
-      "recentSuccess": 15,
-      "recentSuccessRate": 0.36585365853658536,
+      "qualityFactor": 0.686943627871342,
+      "queueFactor": 0.9195489469079031,
+      "queueWeight": 0.9195489469079031,
+      "recentSuccess": 14,
+      "recentSuccessRate": 0.34146341463414637,
       "recentTerminal": 41,
-      "recentWilsonLowerBound": 0.23589630416936813,
+      "recentWilsonLowerBound": 0.21558617366643462,
       "running": 2,
-      "selectionWeight": 0.8425857437566149,
+      "selectionWeight": 0.631678289594187,
       "stale": false,
       "submissionEligible": true,
       "throughputPerHour": 6.833333333333333,
@@ -614,140 +614,140 @@
     },
     "Kunlunxin_p-800": {
       "available": true,
-      "backlogHours": 355.488,
+      "backlogHours": 358.01612903225805,
       "canVerify": true,
       "error": null,
       "gpu": "Kunlunxin_p-800",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 8,
-      "qualityFactor": 0.35387238168915136,
-      "queueFactor": 1.2139132555265775,
-      "queueWeight": 1.2139132555265775,
+      "qualityFactor": 0.32856094412755693,
+      "queueFactor": 1.2155673509465146,
+      "queueWeight": 1.2155673509465146,
       "recentSuccess": 27,
-      "recentSuccessRate": 0.216,
-      "recentTerminal": 125,
-      "recentWilsonLowerBound": 0.15290710972320587,
+      "recentSuccessRate": 0.21774193548387097,
+      "recentTerminal": 124,
+      "recentWilsonLowerBound": 0.15417986080833496,
       "running": 8,
-      "selectionWeight": 0.42957037489722133,
+      "selectionWeight": 0.39938795647762015,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 20.833333333333332,
-      "waiting": 7406
+      "throughputPerHour": 20.666666666666668,
+      "waiting": 7399
     },
     "MetaX_c-500": {
       "available": true,
-      "backlogHours": 702.5393258426966,
+      "backlogHours": 686.967032967033,
       "canVerify": true,
       "error": null,
       "gpu": "MetaX_c-500",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 4,
-      "qualityFactor": 0.9317886497919325,
-      "queueFactor": 1.0960006194675562,
-      "queueWeight": 1.0960006194675562,
-      "recentSuccess": 29,
-      "recentSuccessRate": 0.3258426966292135,
-      "recentTerminal": 89,
-      "recentWilsonLowerBound": 0.2374382846345705,
-      "running": 5,
-      "selectionWeight": 1.021240937384796,
+      "qualityFactor": 0.9642399891237925,
+      "queueFactor": 1.1023614852429422,
+      "queueWeight": 1.1023614852429422,
+      "recentSuccess": 31,
+      "recentSuccessRate": 0.34065934065934067,
+      "recentTerminal": 91,
+      "recentWilsonLowerBound": 0.25151222788130057,
+      "running": 4,
+      "selectionWeight": 1.0629410265411423,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 14.833333333333334,
-      "waiting": 10421
+      "throughputPerHour": 15.166666666666666,
+      "waiting": 10419
     },
     "Mthreads_s4000": {
       "available": true,
-      "backlogHours": 2356.392857142857,
+      "backlogHours": 2275.034482758621,
       "canVerify": true,
       "error": null,
       "gpu": "Mthreads_s4000",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 4,
-      "qualityFactor": 1.6479644428065319,
-      "queueFactor": 0.9140590247599121,
-      "queueWeight": 0.9140590247599121,
-      "recentSuccess": 24,
-      "recentSuccessRate": 0.42857142857142855,
-      "recentTerminal": 56,
-      "recentWilsonLowerBound": 0.3076876241309292,
+      "qualityFactor": 1.7234941186126336,
+      "queueFactor": 0.9211200127779283,
+      "queueWeight": 0.9211200127779283,
+      "recentSuccess": 26,
+      "recentSuccessRate": 0.4482758620689655,
+      "recentTerminal": 58,
+      "recentWilsonLowerBound": 0.32749651292941145,
       "running": 4,
-      "selectionWeight": 1.5063367714307505,
+      "selectionWeight": 1.5875449245591533,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 9.333333333333334,
-      "waiting": 21993
+      "throughputPerHour": 9.666666666666666,
+      "waiting": 21992
     },
     "Sunrise_pt-200-x1": {
       "available": true,
-      "backlogHours": 3494.689655172414,
+      "backlogHours": 3494.2758620689656,
       "canVerify": true,
       "error": null,
       "gpu": "Sunrise_pt-200-x1",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 2,
-      "qualityFactor": 0.21603644008018402,
-      "queueFactor": 0.8615889161974858,
-      "queueWeight": 0.8615889161974858,
+      "qualityFactor": 0.19695923421190814,
+      "queueFactor": 0.8636958591674077,
+      "queueWeight": 0.8636958591674077,
       "recentSuccess": 7,
       "recentSuccessRate": 0.2413793103448276,
       "recentTerminal": 29,
       "recentWilsonLowerBound": 0.12218268185062132,
       "running": 2,
-      "selectionWeight": 0.18613460226784884,
+      "selectionWeight": 0.17011287501360867,
       "stale": false,
       "submissionEligible": false,
       "throughputPerHour": 4.833333333333333,
-      "waiting": 16891
+      "waiting": 16889
     },
     "Vastai_va16": {
       "available": true,
-      "backlogHours": 1843.32,
+      "backlogHours": 1842.84,
       "canVerify": true,
       "error": null,
       "gpu": "Vastai_va16",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 16,
-      "qualityFactor": 0.23741702988921906,
-      "queueFactor": 0.9483557577594787,
-      "queueWeight": 0.9483557577594787,
+      "qualityFactor": 0.21645180034669292,
+      "queueFactor": 0.9506951342108685,
+      "queueWeight": 0.9506951342108685,
       "recentSuccess": 11,
       "recentSuccessRate": 0.22,
       "recentTerminal": 50,
       "recentWilsonLowerBound": 0.1275378622430229,
       "running": 16,
-      "selectionWeight": 0.22515580728559514,
+      "selectionWeight": 0.20577967338078335,
       "stale": false,
       "submissionEligible": false,
       "throughputPerHour": 8.333333333333334,
-      "waiting": 15361
+      "waiting": 15357
     },
     "hygon_k100-ai": {
       "available": true,
-      "backlogHours": 1239.4945054945056,
+      "backlogHours": 1281.6818181818182,
       "canVerify": true,
       "error": null,
       "gpu": "hygon_k100-ai",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 6,
-      "qualityFactor": 0.9690458332736309,
-      "queueFactor": 1.0065253206025193,
-      "queueWeight": 1.0065253206025193,
-      "recentSuccess": 30,
-      "recentSuccessRate": 0.32967032967032966,
-      "recentTerminal": 91,
-      "recentWilsonLowerBound": 0.24170756721723363,
+      "qualityFactor": 0.8720103106555279,
+      "queueFactor": 1.0039160144827612,
+      "queueWeight": 1.0039160144827612,
+      "recentSuccess": 29,
+      "recentSuccessRate": 0.32954545454545453,
+      "recentTerminal": 88,
+      "recentWilsonLowerBound": 0.240276916679746,
       "running": 6,
-      "selectionWeight": 0.9753691680142769,
+      "selectionWeight": 0.8754251156611721,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 15.166666666666666,
-      "waiting": 18799
+      "throughputPerHour": 14.666666666666666,
+      "waiting": 18798
     }
   },
-  "queueAttemptedAt": "2026-10-01T10:25:23.160474+00:00",
+  "queueAttemptedAt": "2026-10-01T10:35:40.665973+00:00",
   "queueError": null,
-  "queueUpdatedAt": "2026-10-01T10:25:23.160474+00:00",
+  "queueUpdatedAt": "2026-10-01T10:35:40.665973+00:00",
   "supportedGpus": [
     "Vastai_va16",
     "Cambricon_mlu-370-x4",
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 159a61c554..b6552d964a 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-01T10:33:01.062439+00:00",
+  "catalogUpdatedAt": "2026-10-01T10:35:40.665973+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-01T10:33:01.062439+00:00",
+  "generatedAt": "2026-10-01T10:35:40.665973+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6704,6 +6704,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-01T10:33:01.062439+00:00",
+  "taskTreeUpdatedAt": "2026-10-01T10:35:40.665973+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 17fca41d36..9c55a6abe8 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "1fe5b5140f213fc01b9d0339ae5c0929a6cb58bf33464819904ac814b23a7f8f",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "f10d7c098bb69102b2821b96ed646bfdc6764f0290fde20b292cd02b1ddbd574",
-    ".modelhub_state/official_capabilities.json": "d1a6a43d930db6294b48b93bfc096bf0922a3ab2d9ae38dd2148988a4a99205a",
+    ".modelhub_state/market_intelligence.json": "6e4a2b4853e1e9a9c9fd193f566d911245b2e6d0f6d2fc4f82d8c365ebcbf342",
+    ".modelhub_state/official_capabilities.json": "955a80ffcdcd5ff5b6e8cc01d7d19a1ca75b06cdf0e7256fbdd7c64dd104148c",
     ".modelhub_state/outcome_checkpoint.json": "ee7a4d0ae5d3a9e6561ae27ee79b24f1e950d86b37c845a07d8192a54003ce46",
     ".modelhub_state/queue_cleanup_latest.json": "05a1b3ebbbe8095e2f42ed6517a8c002726299deda90003a645472de6c83714e",
     ".modelhub_state/recent_outcomes.jsonl": "0e7f888628ed0e3ec89ce2fa68e82953be3cc4ce423be1e83a31648c27034052",
@@ -17,9 +17,9 @@
     "ledger/submissions.jsonl": "91f5a2e8b069e41472470985f077f16794e6228e9a50fe8ab9983d8e02a4afa2",
     "outcomes/submissions.jsonl": "46f207dd02025672588da16782a9b233db7d9983e93a313eecdfb392924760af"
   },
-  "generation": 19179,
+  "generation": 19180,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-01T10:33:08.832723+00:00",
+  "updatedAt": "2026-10-01T10:36:31.610516+00:00",
   "writerId": "a812d0e025c3474eb16b828a4d987334"
 }