diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index bf2ebe1da2..2a5b78f64f 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -434,121 +434,121 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-01T16:52:13.850694+00:00",
+  "generatedAt": "2026-10-01T16:55:20.269815+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
-      "backlogHours": 1290.6190476190477,
+      "backlogHours": 1270.3125,
       "canVerify": true,
       "error": null,
       "gpu": "Ascend_910-b3",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 8,
-      "qualityFactor": 1.3236254661926448,
-      "queueFactor": 0.9868759152025505,
-      "queueWeight": 0.9868759152025505,
+      "qualityFactor": 1.2761726056844078,
+      "queueFactor": 0.980874512018275,
+      "queueWeight": 0.980874512018275,
       "recentSuccess": 49,
-      "recentSuccessRate": 0.3888888888888889,
-      "recentTerminal": 126,
-      "recentWilsonLowerBound": 0.3082582420017253,
-      "running": 8,
-      "selectionWeight": 1.3062540933342688,
+      "recentSuccessRate": 0.3828125,
+      "recentTerminal": 128,
+      "recentWilsonLowerBound": 0.3031848964440972,
+      "running": 9,
+      "selectionWeight": 1.251765181851784,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 21.0,
-      "waiting": 27103
+      "throughputPerHour": 21.333333333333332,
+      "waiting": 27100
     },
     "Ascend_910-b4": {
       "available": true,
-      "backlogHours": 1380.7559055118109,
+      "backlogHours": 1328.4545454545455,
       "canVerify": true,
       "error": null,
       "gpu": "Ascend_910-b4",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 8,
-      "qualityFactor": 2.287439883040796,
-      "queueFactor": 0.9769328746770907,
-      "queueWeight": 0.9769328746770907,
-      "recentSuccess": 61,
-      "recentSuccessRate": 0.48031496062992124,
-      "recentTerminal": 127,
-      "recentWilsonLowerBound": 0.39528258938537786,
+      "qualityFactor": 2.0024787716314716,
+      "queueFactor": 0.9743119526832866,
+      "queueWeight": 0.9743119526832866,
+      "recentSuccess": 60,
+      "recentSuccessRate": 0.45454545454545453,
+      "recentTerminal": 132,
+      "recentWilsonLowerBound": 0.37208592805700386,
       "running": 8,
-      "selectionWeight": 2.234675220590073,
+      "selectionWeight": 1.9510390021950883,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 21.166666666666668,
+      "throughputPerHour": 22.0,
       "waiting": 29226
     },
     "Biren_166m": {
       "available": true,
-      "backlogHours": 156.7058823529412,
+      "backlogHours": 147.92592592592592,
       "canVerify": true,
       "error": null,
       "gpu": "Biren_166m",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 8,
-      "qualityFactor": 0.14607327624173358,
+      "qualityFactor": 0.1425375693681076,
       "queueFactor": 1.3,
       "queueWeight": 1.3,
-      "recentSuccess": 25,
-      "recentSuccessRate": 0.16339869281045752,
-      "recentTerminal": 153,
-      "recentWilsonLowerBound": 0.11319476938675144,
+      "recentSuccess": 26,
+      "recentSuccessRate": 0.16049382716049382,
+      "recentTerminal": 162,
+      "recentWilsonLowerBound": 0.11194104305547943,
       "running": 8,
-      "selectionWeight": 0.18989525911425367,
+      "selectionWeight": 0.1852988401785399,
       "stale": false,
       "submissionEligible": false,
-      "throughputPerHour": 25.5,
-      "waiting": 3996
+      "throughputPerHour": 27.0,
+      "waiting": 3994
     },
     "Cambricon_mlu-370-x4": {
       "available": true,
-      "backlogHours": 1967.6170212765958,
+      "backlogHours": 1744.4150943396226,
       "canVerify": true,
       "error": null,
       "gpu": "Cambricon_mlu-370-x4",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 7,
-      "qualityFactor": 0.5334755129537778,
-      "queueFactor": 0.9263842761925026,
-      "queueWeight": 0.9263842761925026,
+      "qualityFactor": 0.4036017574575879,
+      "queueFactor": 0.935303500828309,
+      "queueWeight": 0.935303500828309,
       "recentSuccess": 15,
-      "recentSuccessRate": 0.3191489361702128,
-      "recentTerminal": 47,
-      "recentWilsonLowerBound": 0.2039520381739899,
+      "recentSuccessRate": 0.2830188679245283,
+      "recentTerminal": 53,
+      "recentWilsonLowerBound": 0.17966135362950317,
       "running": 7,
-      "selectionWeight": 0.4942033269341095,
+      "selectionWeight": 0.37749013669054005,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 7.833333333333333,
-      "waiting": 15413
+      "throughputPerHour": 8.833333333333334,
+      "waiting": 15409
     },
     "Cambricon_mlu-370-x8": {
       "available": true,
-      "backlogHours": 498.9142857142857,
+      "backlogHours": 508.5436893203883,
       "canVerify": true,
       "error": null,
       "gpu": "Cambricon_mlu-370-x8",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 7,
-      "qualityFactor": 0.34270860508587975,
-      "queueFactor": 1.1380946183730787,
-      "queueWeight": 1.1380946183730787,
-      "recentSuccess": 25,
-      "recentSuccessRate": 0.23809523809523808,
-      "recentTerminal": 105,
-      "recentWilsonLowerBound": 0.16678968751856937,
+      "qualityFactor": 0.3208840597399537,
+      "queueFactor": 1.1252545945511352,
+      "queueWeight": 1.1252545945511352,
+      "recentSuccess": 24,
+      "recentSuccessRate": 0.23300970873786409,
+      "recentTerminal": 103,
+      "recentWilsonLowerBound": 0.16187497360880485,
       "running": 7,
-      "selectionWeight": 0.39003481911838445,
+      "selectionWeight": 0.3610762625406039,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 17.5,
-      "waiting": 8731
+      "throughputPerHour": 17.166666666666668,
+      "waiting": 8730
     },
     "Iluvatar_bi-100": {
       "available": true,
-      "backlogHours": 43.11182108626198,
+      "backlogHours": 44.22295081967213,
       "canVerify": true,
       "error": null,
       "gpu": "Iluvatar_bi-100",
@@ -558,80 +558,80 @@
       "queueFactor": 1.3,
       "queueWeight": 1.3,
       "recentSuccess": 14,
-      "recentSuccessRate": 0.04472843450479233,
-      "recentTerminal": 313,
-      "recentWilsonLowerBound": 0.02682771116482114,
-      "running": 24,
+      "recentSuccessRate": 0.04590163934426229,
+      "recentTerminal": 305,
+      "recentWilsonLowerBound": 0.027536405842826944,
+      "running": 25,
       "selectionWeight": 0.065,
       "stale": false,
       "submissionEligible": false,
-      "throughputPerHour": 52.166666666666664,
-      "waiting": 2249
+      "throughputPerHour": 50.833333333333336,
+      "waiting": 2248
     },
     "Iluvatar_bi-150": {
       "available": true,
-      "backlogHours": 207.05806451612904,
+      "backlogHours": 218.44897959183675,
       "canVerify": true,
       "error": null,
       "gpu": "Iluvatar_bi-150",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 50,
-      "qualityFactor": 0.14186328138294763,
-      "queueFactor": 1.298579187637153,
-      "queueWeight": 1.298579187637153,
-      "recentSuccess": 25,
-      "recentSuccessRate": 0.16129032258064516,
-      "recentTerminal": 155,
-      "recentWilsonLowerBound": 0.11170002806327119,
+      "qualityFactor": 0.11356689645454462,
+      "queueFactor": 1.2773135881049735,
+      "queueWeight": 1.2773135881049735,
+      "recentSuccess": 22,
+      "recentSuccessRate": 0.14965986394557823,
+      "recentTerminal": 147,
+      "recentWilsonLowerBound": 0.10095687494505161,
       "running": 1,
-      "selectionWeight": 0.184220704693809,
+      "selectionWeight": 0.1450605400003004,
       "stale": false,
       "submissionEligible": false,
-      "throughputPerHour": 25.833333333333332,
-      "waiting": 5349
+      "throughputPerHour": 24.5,
+      "waiting": 5352
     },
     "Iluvatar_mrv-100": {
       "available": true,
-      "backlogHours": 1781.5471698113206,
+      "backlogHours": 1815.6923076923078,
       "canVerify": true,
       "error": null,
       "gpu": "Iluvatar_mrv-100",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 2,
-      "qualityFactor": 0.48430319889947127,
-      "queueFactor": 0.9402918282435803,
-      "queueWeight": 0.9402918282435803,
+      "qualityFactor": 0.506207375735042,
+      "queueFactor": 0.9297018544823095,
+      "queueWeight": 0.9297018544823095,
       "recentSuccess": 16,
-      "recentSuccessRate": 0.3018867924528302,
-      "recentTerminal": 53,
-      "recentWilsonLowerBound": 0.1951814028760717,
+      "recentSuccessRate": 0.3076923076923077,
+      "recentTerminal": 52,
+      "recentWilsonLowerBound": 0.19914562391353519,
       "running": 2,
-      "selectionWeight": 0.4553863403173981,
+      "selectionWeight": 0.47062193597349183,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 8.833333333333334,
-      "waiting": 15737
+      "throughputPerHour": 8.666666666666666,
+      "waiting": 15736
     },
     "Kunlunxin_p-800": {
       "available": true,
-      "backlogHours": 351.1904761904762,
+      "backlogHours": 359.7560975609756,
       "canVerify": true,
       "error": null,
       "gpu": "Kunlunxin_p-800",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 8,
-      "qualityFactor": 0.400745518117191,
-      "queueFactor": 1.1996397597273742,
-      "queueWeight": 1.1996397597273742,
-      "recentSuccess": 31,
-      "recentSuccessRate": 0.24603174603174602,
-      "recentTerminal": 126,
-      "recentWilsonLowerBound": 0.17908230637931405,
+      "qualityFactor": 0.3549425234253131,
+      "queueFactor": 1.1852195616724905,
+      "queueWeight": 1.1852195616724905,
+      "recentSuccess": 29,
+      "recentSuccessRate": 0.23577235772357724,
+      "recentTerminal": 123,
+      "recentWilsonLowerBound": 0.169470182254119,
       "running": 8,
-      "selectionWeight": 0.4807502570659291,
+      "selectionWeight": 0.4206848220330773,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 21.0,
+      "throughputPerHour": 20.5,
       "waiting": 7375
     },
     "MetaX_c-500": {
@@ -643,14 +643,14 @@
       "healthFactor": 1.0,
       "maxConcurrentTasks": 4,
       "qualityFactor": 0.6061472930344649,
-      "queueFactor": 1.1210603884829042,
-      "queueWeight": 1.1210603884829042,
+      "queueFactor": 1.1115955054967137,
+      "queueWeight": 1.1115955054967137,
       "recentSuccess": 33,
       "recentSuccessRate": 0.2920353982300885,
       "recentTerminal": 113,
       "recentWilsonLowerBound": 0.21614182470769672,
-      "running": 5,
-      "selectionWeight": 0.679527719807078,
+      "running": 4,
+      "selectionWeight": 0.6737906066061107,
       "stale": false,
       "submissionEligible": true,
       "throughputPerHour": 18.833333333333332,
@@ -658,96 +658,96 @@
     },
     "Mthreads_s4000": {
       "available": true,
-      "backlogHours": 2005.1818181818182,
+      "backlogHours": 2005.3636363636363,
       "canVerify": true,
       "error": null,
       "gpu": "Mthreads_s4000",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 4,
       "qualityFactor": 2.5,
-      "queueFactor": 0.923760093906446,
-      "queueWeight": 0.923760093906446,
+      "queueFactor": 0.9159485194012187,
+      "queueWeight": 0.9159485194012187,
       "recentSuccess": 35,
       "recentSuccessRate": 0.5303030303030303,
       "recentTerminal": 66,
       "recentWilsonLowerBound": 0.41157476624932443,
-      "running": 5,
-      "selectionWeight": 2.309400234766115,
+      "running": 4,
+      "selectionWeight": 2.289871298503047,
       "stale": false,
       "submissionEligible": true,
       "throughputPerHour": 11.0,
-      "waiting": 22057
+      "waiting": 22059
     },
     "Sunrise_pt-200-x1": {
       "available": true,
-      "backlogHours": 4081.4399999999996,
+      "backlogHours": 3779.1111111111113,
       "canVerify": true,
       "error": null,
       "gpu": "Sunrise_pt-200-x1",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 2,
-      "qualityFactor": 0.9621387556432325,
-      "queueFactor": 0.8303481993081676,
-      "queueWeight": 0.8303481993081676,
-      "recentSuccess": 11,
-      "recentSuccessRate": 0.44,
-      "recentTerminal": 25,
-      "recentWilsonLowerBound": 0.2666537494700257,
+      "qualityFactor": 0.6011060994982533,
+      "queueFactor": 0.8328975529941108,
+      "queueWeight": 0.8328975529941108,
+      "recentSuccess": 10,
+      "recentSuccessRate": 0.37037037037037035,
+      "recentTerminal": 27,
+      "recentWilsonLowerBound": 0.21532287067936856,
       "running": 2,
-      "selectionWeight": 0.7989101832329591,
+      "selectionWeight": 0.5006597993619297,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 4.166666666666667,
+      "throughputPerHour": 4.5,
       "waiting": 17006
     },
     "Vastai_va16": {
       "available": true,
-      "backlogHours": 1267.068493150685,
+      "backlogHours": 1185.6923076923076,
       "canVerify": true,
       "error": null,
       "gpu": "Vastai_va16",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 16,
-      "qualityFactor": 0.10309113577640543,
-      "queueFactor": 0.9896058339052624,
-      "queueWeight": 0.9896058339052624,
-      "recentSuccess": 12,
-      "recentSuccessRate": 0.1643835616438356,
-      "recentTerminal": 73,
-      "recentWilsonLowerBound": 0.09661201862809403,
+      "qualityFactor": 0.1113799787936434,
+      "queueFactor": 0.9910697828459318,
+      "queueWeight": 0.9910697828459318,
+      "recentSuccess": 13,
+      "recentSuccessRate": 0.16666666666666666,
+      "recentTerminal": 78,
+      "recentWilsonLowerBound": 0.10006850973163445,
       "running": 16,
-      "selectionWeight": 0.10201958938825031,
+      "selectionWeight": 0.11038533139640067,
       "stale": false,
       "submissionEligible": false,
-      "throughputPerHour": 12.166666666666666,
-      "waiting": 15416
+      "throughputPerHour": 13.0,
+      "waiting": 15414
     },
     "hygon_k100-ai": {
       "available": true,
-      "backlogHours": 1096.5555555555557,
+      "backlogHours": 1048.0353982300885,
       "canVerify": true,
       "error": null,
       "gpu": "hygon_k100-ai",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 6,
-      "qualityFactor": 0.7276956041539295,
-      "queueFactor": 1.0112945452334128,
-      "queueWeight": 1.0112945452334128,
+      "qualityFactor": 0.655760552828789,
+      "queueFactor": 1.0095867509077558,
+      "queueWeight": 1.0095867509077558,
       "recentSuccess": 34,
-      "recentSuccessRate": 0.3148148148148148,
-      "recentTerminal": 108,
-      "recentWilsonLowerBound": 0.234864190343351,
+      "recentSuccessRate": 0.3008849557522124,
+      "recentTerminal": 113,
+      "recentWilsonLowerBound": 0.22401098815624215,
       "running": 6,
-      "selectionWeight": 0.7359145950712017,
+      "selectionWeight": 0.6620471659038909,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 18.0,
+      "throughputPerHour": 18.833333333333332,
       "waiting": 19738
     }
   },
-  "queueAttemptedAt": "2026-10-01T16:43:19.850405+00:00",
+  "queueAttemptedAt": "2026-10-01T16:55:20.269815+00:00",
   "queueError": null,
-  "queueUpdatedAt": "2026-10-01T16:43:19.850405+00:00",
+  "queueUpdatedAt": "2026-10-01T16:55:20.269815+00:00",
   "supportedGpus": [
     "Vastai_va16",
     "Cambricon_mlu-370-x4",
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 1bec7efba7..7a7480dc9a 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-01T16:52:13.850694+00:00",
+  "catalogUpdatedAt": "2026-10-01T16:55:20.269815+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-01T16:52:13.850694+00:00",
+  "generatedAt": "2026-10-01T16:55:20.269815+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6594,6 +6594,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-01T16:52:13.850694+00:00",
+  "taskTreeUpdatedAt": "2026-10-01T16:55:20.269815+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 5709f9cf31..0894b580b4 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "a8c0467292a32f5e0d863d8ff73667560f4056b95ca23c44af3ce716a9ce829c",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "28659ab44b10029247f2efa24eb71925cfdd50d08baa9009d521904b504b7866",
-    ".modelhub_state/official_capabilities.json": "c695e6f6c1791105d7d27406c7864367ccb73d7a35dae84de43126a7395b3f64",
+    ".modelhub_state/market_intelligence.json": "17286b1d32fcbf2452e9e33928d689b1d480068b05adfdd92aa71c52ed875874",
+    ".modelhub_state/official_capabilities.json": "df3d9bffbd60ba62fe538c9b4360b8ca0efb00ba21845e46be09a7153c150834",
     ".modelhub_state/outcome_checkpoint.json": "d80bf8d1f747d3661196c9e92223e27a7500398ea403bb9a4de4618c8d939400",
     ".modelhub_state/queue_cleanup_latest.json": "b8d4ee6abdce7b813a365a651d9af6115f89aed9cbf5ddf95e19efa44fc83b74",
     ".modelhub_state/recent_outcomes.jsonl": "2523ec2f7019354108df01107e7f0a74a17201a51201d3993b38b265a6fafd64",
@@ -17,9 +17,9 @@
     "ledger/submissions.jsonl": "6e4fe613072fdfd9589c9ecc356653489d724473b82eb0ac4a93bf4f2ecd06ff",
     "outcomes/submissions.jsonl": "ed25919ada3f4b6a381b39cbddb7f7be195e3398776bf2d466080961b3f36c88"
   },
-  "generation": 19299,
+  "generation": 19300,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-01T16:52:34.693640+00:00",
+  "updatedAt": "2026-10-01T16:56:15.391073+00:00",
   "writerId": "a812d0e025c3474eb16b828a4d987334"
 }