diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 302fa3424f..983fad0d95 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -434,121 +434,121 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-02T03:34:22.053636+00:00",
+  "generatedAt": "2026-10-02T03:37:27.954095+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
-      "backlogHours": 1320.6341463414635,
+      "backlogHours": 1278.992125984252,
       "canVerify": true,
       "error": null,
       "gpu": "Ascend_910-b3",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 8,
-      "qualityFactor": 1.5736593485491368,
-      "queueFactor": 0.9844247910124587,
-      "queueWeight": 0.9844247910124587,
-      "recentSuccess": 38,
-      "recentSuccessRate": 0.3089430894308943,
-      "recentTerminal": 123,
-      "recentWilsonLowerBound": 0.23410953120827657,
+      "qualityFactor": 1.8419282536319959,
+      "queueFactor": 0.9868803082162596,
+      "queueWeight": 0.9868803082162596,
+      "recentSuccess": 41,
+      "recentSuccessRate": 0.3228346456692913,
+      "recentTerminal": 127,
+      "recentWilsonLowerBound": 0.24775141165561224,
       "running": 8,
-      "selectionWeight": 1.549149275320286,
+      "selectionWeight": 1.817762722656581,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 20.5,
-      "waiting": 27073
+      "throughputPerHour": 21.166666666666668,
+      "waiting": 27072
     },
     "Ascend_910-b4": {
       "available": true,
-      "backlogHours": 1224.6713286713286,
+      "backlogHours": 1199.3424657534247,
       "canVerify": true,
       "error": null,
       "gpu": "Ascend_910-b4",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 8,
-      "qualityFactor": 2.266796213411348,
-      "queueFactor": 0.9956277389238182,
-      "queueWeight": 0.9956277389238182,
-      "recentSuccess": 50,
-      "recentSuccessRate": 0.34965034965034963,
-      "recentTerminal": 143,
-      "recentWilsonLowerBound": 0.2763537399903497,
-      "running": 9,
-      "selectionWeight": 2.256885188559813,
+      "qualityFactor": 2.469826200599033,
+      "queueFactor": 0.9964446558003901,
+      "queueWeight": 0.9964446558003901,
+      "recentSuccess": 52,
+      "recentSuccessRate": 0.3561643835616438,
+      "recentTerminal": 146,
+      "recentWilsonLowerBound": 0.2830885849907313,
+      "running": 8,
+      "selectionWeight": 2.4610451183426885,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 23.833333333333332,
-      "waiting": 29188
+      "throughputPerHour": 24.333333333333332,
+      "waiting": 29184
     },
     "Biren_166m": {
       "available": true,
-      "backlogHours": 159.986301369863,
+      "backlogHours": 162.16666666666666,
       "canVerify": true,
       "error": null,
       "gpu": "Biren_166m",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 8,
-      "qualityFactor": 0.6245209632111157,
+      "qualityFactor": 0.5585813686180519,
       "queueFactor": 1.3,
       "queueWeight": 1.3,
-      "recentSuccess": 31,
-      "recentSuccessRate": 0.21232876712328766,
-      "recentTerminal": 146,
-      "recentWilsonLowerBound": 0.15380875170473335,
+      "recentSuccess": 29,
+      "recentSuccessRate": 0.2013888888888889,
+      "recentTerminal": 144,
+      "recentWilsonLowerBound": 0.144037948396581,
       "running": 8,
-      "selectionWeight": 0.8118772521744505,
+      "selectionWeight": 0.7261557792034674,
       "stale": false,
-      "submissionEligible": true,
-      "throughputPerHour": 24.333333333333332,
-      "waiting": 3893
+      "submissionEligible": false,
+      "throughputPerHour": 24.0,
+      "waiting": 3892
     },
     "Cambricon_mlu-370-x4": {
       "available": true,
-      "backlogHours": 1467.7142857142858,
+      "backlogHours": 1467.142857142857,
       "canVerify": true,
       "error": null,
       "gpu": "Cambricon_mlu-370-x4",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 7,
-      "qualityFactor": 0.8383616278893158,
-      "queueFactor": 0.9689551877041664,
-      "queueWeight": 0.9689551877041664,
+      "qualityFactor": 0.8663230756673929,
+      "queueFactor": 0.9667714205339123,
+      "queueWeight": 0.9667714205339123,
       "recentSuccess": 17,
       "recentSuccessRate": 0.2698412698412698,
       "recentTerminal": 63,
       "recentWilsonLowerBound": 0.17583701687980416,
       "running": 7,
-      "selectionWeight": 0.8123348485154626,
+      "selectionWeight": 0.8375363905042734,
       "stale": false,
       "submissionEligible": true,
       "throughputPerHour": 10.5,
-      "waiting": 15411
+      "waiting": 15405
     },
     "Cambricon_mlu-370-x8": {
       "available": true,
-      "backlogHours": 395.17557251908397,
+      "backlogHours": 404.4375,
       "canVerify": true,
       "error": null,
       "gpu": "Cambricon_mlu-370-x8",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 7,
-      "qualityFactor": 0.40495371447959605,
-      "queueFactor": 1.1797266949307248,
-      "queueWeight": 1.1797266949307248,
+      "qualityFactor": 0.4409618968710766,
+      "queueFactor": 1.172916110050306,
+      "queueWeight": 1.172916110050306,
       "recentSuccess": 24,
-      "recentSuccessRate": 0.183206106870229,
-      "recentTerminal": 131,
-      "recentWilsonLowerBound": 0.1263170931455936,
+      "recentSuccessRate": 0.1875,
+      "recentTerminal": 128,
+      "recentWilsonLowerBound": 0.12936052020943412,
       "running": 7,
-      "selectionWeight": 0.47773470718293426,
+      "selectionWeight": 0.5172113127584275,
       "stale": false,
       "submissionEligible": false,
-      "throughputPerHour": 21.833333333333332,
+      "throughputPerHour": 21.333333333333332,
       "waiting": 8628
     },
     "Iluvatar_bi-100": {
       "available": true,
-      "backlogHours": 40.373493975903614,
+      "backlogHours": 40.35045317220544,
       "canVerify": true,
       "error": null,
       "gpu": "Iluvatar_bi-100",
@@ -558,196 +558,196 @@
       "queueFactor": 1.3,
       "queueWeight": 1.3,
       "recentSuccess": 10,
-      "recentSuccessRate": 0.030120481927710843,
-      "recentTerminal": 332,
-      "recentWilsonLowerBound": 0.01644140901828274,
+      "recentSuccessRate": 0.030211480362537766,
+      "recentTerminal": 331,
+      "recentWilsonLowerBound": 0.01649132683823414,
       "running": 26,
       "selectionWeight": 0.065,
       "stale": false,
       "submissionEligible": false,
-      "throughputPerHour": 55.333333333333336,
-      "waiting": 2234
+      "throughputPerHour": 55.166666666666664,
+      "waiting": 2226
     },
     "Iluvatar_bi-150": {
       "available": true,
-      "backlogHours": 138.1293103448276,
+      "backlogHours": 136.92307692307693,
       "canVerify": true,
       "error": null,
       "gpu": "Iluvatar_bi-150",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 50,
-      "qualityFactor": 0.2590869329217267,
+      "qualityFactor": 0.26262750814697344,
       "queueFactor": 1.3,
       "queueWeight": 1.3,
       "recentSuccess": 33,
-      "recentSuccessRate": 0.14224137931034483,
-      "recentTerminal": 232,
-      "recentWilsonLowerBound": 0.10310946714286862,
-      "running": 4,
-      "selectionWeight": 0.3368130127982447,
+      "recentSuccessRate": 0.14102564102564102,
+      "recentTerminal": 234,
+      "recentWilsonLowerBound": 0.10221187767436946,
+      "running": 5,
+      "selectionWeight": 0.3414157605910655,
       "stale": false,
       "submissionEligible": false,
-      "throughputPerHour": 38.666666666666664,
-      "waiting": 5341
+      "throughputPerHour": 39.0,
+      "waiting": 5340
     },
     "Iluvatar_mrv-100": {
       "available": true,
-      "backlogHours": 2362.7999999999997,
+      "backlogHours": 2423.3846153846152,
       "canVerify": true,
       "error": null,
       "gpu": "Iluvatar_mrv-100",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 2,
-      "qualityFactor": 1.1232444022700074,
-      "queueFactor": 0.9021647958581821,
-      "queueWeight": 0.9021647958581821,
-      "recentSuccess": 13,
-      "recentSuccessRate": 0.325,
-      "recentTerminal": 40,
-      "recentWilsonLowerBound": 0.20084316962661727,
-      "running": 2,
-      "selectionWeight": 1.0133515568727671,
+      "qualityFactor": 0.9763485369772464,
+      "queueFactor": 0.8966672585964796,
+      "queueWeight": 0.8966672585964796,
+      "recentSuccess": 12,
+      "recentSuccessRate": 0.3076923076923077,
+      "recentTerminal": 39,
+      "recentWilsonLowerBound": 0.1856575344598306,
+      "running": 3,
+      "selectionWeight": 0.8754597660860711,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 6.666666666666667,
+      "throughputPerHour": 6.5,
       "waiting": 15752
     },
     "Kunlunxin_p-800": {
       "available": true,
-      "backlogHours": 331.6818181818182,
+      "backlogHours": 329.0075187969925,
       "canVerify": true,
       "error": null,
       "gpu": "Kunlunxin_p-800",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 8,
-      "qualityFactor": 0.7850887368977759,
-      "queueFactor": 1.2111325343491939,
-      "queueWeight": 1.2111325343491939,
-      "recentSuccess": 31,
-      "recentSuccessRate": 0.23484848484848486,
-      "recentTerminal": 132,
-      "recentWilsonLowerBound": 0.17066718052506505,
-      "running": 9,
-      "selectionWeight": 0.9508465116080108,
+      "qualityFactor": 0.8669512063129861,
+      "queueFactor": 1.2098005859226642,
+      "queueWeight": 1.2098005859226642,
+      "recentSuccess": 32,
+      "recentSuccessRate": 0.24060150375939848,
+      "recentTerminal": 133,
+      "recentWilsonLowerBound": 0.17589495599674002,
+      "running": 10,
+      "selectionWeight": 1.048838077363811,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 22.0,
-      "waiting": 7297
+      "throughputPerHour": 22.166666666666668,
+      "waiting": 7293
     },
     "MetaX_c-500": {
       "available": true,
-      "backlogHours": 607.9411764705883,
+      "backlogHours": 596.1923076923077,
       "canVerify": true,
       "error": null,
       "gpu": "MetaX_c-500",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 4,
-      "qualityFactor": 0.37933451657016226,
-      "queueFactor": 1.1059122953623426,
-      "queueWeight": 1.1059122953623426,
-      "recentSuccess": 19,
-      "recentSuccessRate": 0.18627450980392157,
-      "recentTerminal": 102,
-      "recentWilsonLowerBound": 0.12261984082072329,
-      "running": 5,
-      "selectionWeight": 0.41951070593027273,
+      "qualityFactor": 0.43141941588898286,
+      "queueFactor": 1.10658991701753,
+      "queueWeight": 1.10658991701753,
+      "recentSuccess": 20,
+      "recentSuccessRate": 0.19230769230769232,
+      "recentTerminal": 104,
+      "recentWilsonLowerBound": 0.12808047966842862,
+      "running": 4,
+      "selectionWeight": 0.47740437562834076,
       "stale": false,
       "submissionEligible": false,
-      "throughputPerHour": 17.0,
-      "waiting": 10335
+      "throughputPerHour": 17.333333333333332,
+      "waiting": 10334
     },
     "Mthreads_s4000": {
       "available": true,
-      "backlogHours": 1863.2957746478871,
+      "backlogHours": 1837.5,
       "canVerify": true,
       "error": null,
       "gpu": "Mthreads_s4000",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 4,
       "qualityFactor": 2.5,
-      "queueFactor": 0.9348838351733882,
-      "queueWeight": 0.9348838351733882,
+      "queueFactor": 0.9346748603976435,
+      "queueWeight": 0.9346748603976435,
       "recentSuccess": 28,
-      "recentSuccessRate": 0.39436619718309857,
-      "recentTerminal": 71,
-      "recentWilsonLowerBound": 0.2889322648866865,
-      "running": 4,
-      "selectionWeight": 2.3372095879334704,
+      "recentSuccessRate": 0.3888888888888889,
+      "recentTerminal": 72,
+      "recentWilsonLowerBound": 0.2846554187000152,
+      "running": 6,
+      "selectionWeight": 2.3366871509941087,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 11.833333333333334,
-      "waiting": 22049
+      "throughputPerHour": 12.0,
+      "waiting": 22050
     },
     "Sunrise_pt-200-x1": {
       "available": true,
-      "backlogHours": 3298.064516129032,
+      "backlogHours": 3297.6774193548385,
       "canVerify": true,
       "error": null,
       "gpu": "Sunrise_pt-200-x1",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 2,
-      "qualityFactor": 0.9452252725155653,
-      "queueFactor": 0.858145735044799,
-      "queueWeight": 0.858145735044799,
+      "qualityFactor": 0.9767508889282621,
+      "queueFactor": 0.8561767662770272,
+      "queueWeight": 0.8561767662770272,
       "recentSuccess": 10,
       "recentSuccessRate": 0.3225806451612903,
       "recentTerminal": 31,
       "recentWilsonLowerBound": 0.18569230747313034,
       "running": 2,
-      "selectionWeight": 0.8111410362657903,
+      "selectionWeight": 0.8362714175408112,
       "stale": false,
       "submissionEligible": true,
       "throughputPerHour": 5.166666666666667,
-      "waiting": 17040
+      "waiting": 17038
     },
     "Vastai_va16": {
       "available": true,
-      "backlogHours": 1452.46875,
+      "backlogHours": 1408.7272727272727,
       "canVerify": true,
       "error": null,
       "gpu": "Vastai_va16",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 16,
       "qualityFactor": 0.05,
-      "queueFactor": 0.9704739914425685,
-      "queueWeight": 0.9704739914425685,
-      "recentSuccess": 5,
-      "recentSuccessRate": 0.078125,
-      "recentTerminal": 64,
-      "recentWilsonLowerBound": 0.03383067809543546,
+      "queueFactor": 0.9726814321768448,
+      "queueWeight": 0.9726814321768448,
+      "recentSuccess": 6,
+      "recentSuccessRate": 0.09090909090909091,
+      "recentTerminal": 66,
+      "recentWilsonLowerBound": 0.04233239859139771,
       "running": 16,
-      "selectionWeight": 0.04852369957212843,
+      "selectionWeight": 0.04863407160884224,
       "stale": false,
       "submissionEligible": false,
-      "throughputPerHour": 10.666666666666666,
-      "waiting": 15493
+      "throughputPerHour": 11.0,
+      "waiting": 15496
     },
     "hygon_k100-ai": {
       "available": true,
-      "backlogHours": 1154.1553398058252,
+      "backlogHours": 1143.0576923076924,
       "canVerify": true,
       "error": null,
       "gpu": "hygon_k100-ai",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 6,
-      "qualityFactor": 2.3704633769958,
-      "queueFactor": 1.0045239151785497,
-      "queueWeight": 1.0045239151785497,
+      "qualityFactor": 2.3952049063644743,
+      "queueFactor": 1.0036549742430991,
+      "queueWeight": 1.0036549742430991,
       "recentSuccess": 38,
-      "recentSuccessRate": 0.36893203883495146,
-      "recentTerminal": 103,
-      "recentWilsonLowerBound": 0.2820284819781343,
-      "running": 7,
-      "selectionWeight": 2.3811871522471875,
+      "recentSuccessRate": 0.36538461538461536,
+      "recentTerminal": 104,
+      "recentWilsonLowerBound": 0.27916831218415195,
+      "running": 6,
+      "selectionWeight": 2.403959318604181,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 17.166666666666668,
+      "throughputPerHour": 17.333333333333332,
       "waiting": 19813
     }
   },
-  "queueAttemptedAt": "2026-10-02T03:25:46.555555+00:00",
+  "queueAttemptedAt": "2026-10-02T03:37:27.954095+00:00",
   "queueError": null,
-  "queueUpdatedAt": "2026-10-02T03:25:46.555555+00:00",
+  "queueUpdatedAt": "2026-10-02T03:37:27.954095+00:00",
   "supportedGpus": [
     "Vastai_va16",
     "Cambricon_mlu-370-x4",
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 95ac2e7289..994638fb9a 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-02T03:34:22.053636+00:00",
+  "catalogUpdatedAt": "2026-10-02T03:37:27.954095+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-02T03:34:22.053636+00:00",
+  "generatedAt": "2026-10-02T03:37:27.954095+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6577,6 +6577,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-02T03:34:22.053636+00:00",
+  "taskTreeUpdatedAt": "2026-10-02T03:37:27.954095+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 76796072da..92b7ed431c 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "dbf14fd6dc6fc23bf1109aef9387cfee70c48ab93fe241ba6f74b4b09eb88693",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "94f616dd86e7e150a294272beba15c4b49c030a70dd49cf9699a326e64a32e13",
-    ".modelhub_state/official_capabilities.json": "bb1c923ff1a406a211dea22ad50f5af8e706959f2ad4658c76a8de8e27a0f6eb",
+    ".modelhub_state/market_intelligence.json": "06a4e3ba4edb9bd1f21d42ba10af7cdb7c37ad13cfde6b6bfa142dd8ef57c350",
+    ".modelhub_state/official_capabilities.json": "d5aa2115ec8ff68415d9f896132ebabdd8160f8a6ee7328e99e75d97e4195b27",
     ".modelhub_state/outcome_checkpoint.json": "b61eb59a88f9a87992faf5dbff0551452efe9513e24db9cbbcf5391199e35806",
     ".modelhub_state/queue_cleanup_latest.json": "74c13d4c59dfeb9a3fd710eaf91167f44612d72fa67412d9e8d243b8c87ff75d",
     ".modelhub_state/recent_outcomes.jsonl": "46ba903864c20bcb8c740303ed82aef3581120fbc65f1e55b14f49e961116871",
@@ -17,9 +17,9 @@
     "ledger/submissions.jsonl": "abfab2f3da881ecee3988ff8331be0e15760a3c113c23263b2929fbe88b761d7",
     "outcomes/submissions.jsonl": "cd065ffaeb8c5579e3e17182f923b292ad847c2cd50b28d79f8141703616159f"
   },
-  "generation": 19487,
+  "generation": 19488,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-02T03:34:39.169476+00:00",
+  "updatedAt": "2026-10-02T03:37:32.276012+00:00",
   "writerId": "a812d0e025c3474eb16b828a4d987334"
 }