diff --git a/.modelhub_state/account_capacity.json b/.modelhub_state/account_capacity.json
new file mode 100644
index 0000000000..46b0c68251
--- /dev/null
+++ b/.modelhub_state/account_capacity.json
@@ -0,0 +1,78 @@
+{
+  "accounts": {
+    "116321aaaa71977e436a": {
+      "accountIndex": 5,
+      "calibrationResult": null,
+      "calibrationWeek": null,
+      "knownCap": 100
+    },
+    "203cf600e31a19e36522": {
+      "accountIndex": 4,
+      "calibrationResult": null,
+      "calibrationWeek": null,
+      "knownCap": 101
+    },
+    "23b36a0498728a5497ec": {
+      "accountIndex": 10,
+      "calibrationResult": null,
+      "calibrationWeek": null,
+      "knownCap": 100
+    },
+    "5d7e48ccd4ba2b34e49f": {
+      "accountIndex": 7,
+      "calibrationResult": null,
+      "calibrationWeek": null,
+      "knownCap": 100
+    },
+    "72046eb8a2d9d386504e": {
+      "accountIndex": 11,
+      "calibrationResult": null,
+      "calibrationWeek": null,
+      "knownCap": 100
+    },
+    "730c876d2910041553c8": {
+      "accountIndex": 9,
+      "calibrationResult": null,
+      "calibrationWeek": null,
+      "knownCap": 100
+    },
+    "b940824e4299693749aa": {
+      "accountIndex": 6,
+      "calibrationResult": null,
+      "calibrationWeek": null,
+      "knownCap": 100
+    },
+    "bc10735ccf9c93d0bc23": {
+      "accountIndex": 12,
+      "calibrationResult": null,
+      "calibrationWeek": null,
+      "knownCap": 100
+    },
+    "c5217a5fe9b938618a85": {
+      "accountIndex": 3,
+      "calibrationResult": null,
+      "calibrationWeek": null,
+      "knownCap": 100
+    },
+    "cef6a28aba11a67c2a45": {
+      "accountIndex": 2,
+      "calibrationResult": null,
+      "calibrationWeek": null,
+      "knownCap": 100
+    },
+    "efca47eed826bada0502": {
+      "accountIndex": 1,
+      "calibrationResult": null,
+      "calibrationWeek": null,
+      "knownCap": 100
+    },
+    "f0b5423ecb0841256040": {
+      "accountIndex": 8,
+      "calibrationResult": null,
+      "calibrationWeek": null,
+      "knownCap": 100
+    }
+  },
+  "updatedAt": "2026-10-18T12:22:15.969043+00:00",
+  "version": 1
+}
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 793db4efe7..72bd56728e 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -1,3 +1,3 @@
-{"agentVersion": "2026.10.18.1", "batchId": "30e5d13bf35145b9a6c82d82ab6db7fe", "configFingerprint": "e9c4f4f15802a39a57c6e07956c53755f75fc438be43d1164a8a2eda32456b1e", "configSource": "modelhub_live", "createdAt": "2026-10-18T12:20:57.947678+00:00", "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "1b713f63ebb54d64ae5f0b7d8261540b", "lastModified": "2026-10-17T15:06:02+00:00", "modelAddress": "https://modelscope.cn/models/DavidAU/LFM2.5-2.6B-Qwen3.8-Turbo-Brilliance-Power-X12-NEO-MAX-GGUF", "repoId": "DavidAU/LFM2.5-2.6B-Qwen3.8-Turbo-Brilliance-Power-X12-NEO-MAX-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "pending", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"agentVersion": "2026.10.18.1", "batchId": "30e5d13bf35145b9a6c82d82ab6db7fe", "completedAt": "2026-10-18T12:22:15.977435+00:00", "configFingerprint": "e9c4f4f15802a39a57c6e07956c53755f75fc438be43d1164a8a2eda32456b1e", "configSource": "modelhub_live", "createdAt": "2026-10-18T12:20:57.947678+00:00", "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "1b713f63ebb54d64ae5f0b7d8261540b", "repoId": "DavidAU/LFM2.5-2.6B-Qwen3.8-Turbo-Brilliance-Power-X12-NEO-MAX-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "1951d14da0404d36abd0054650cd1cc9", "completedAt": "2026-10-18T12:20:56.966646+00:00", "configFingerprint": "d83d625573987ebbd6e9cc5b86723b28e316275b88b9fe38063764f186db8a76", "configSource": "modelhub_live", "createdAt": "2026-10-18T12:20:55.070741+00:00", "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "58270544d50c4259ad4c83f6fbcea36c", "repoId": "Mungert/s1-mini-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "hygon_k100-ai", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "35115f5ca9b24dcfbe81efde2461c7c2", "completedAt": "2026-10-18T09:15:14.475163+00:00", "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configSource": "modelhub_live", "createdAt": "2026-10-18T09:13:54.006870+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "de1b7ee8d6e54851b70b1df9cdd78aa5", "repoId": "ukisai/Swift-1.5-5bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "MetaX_c-500", "taskId": null, "taskType": "text-generation"}
diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index 7d9af48ae8..99b335e73f 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -5,6 +5,6 @@
   "acceptedByRoute": {},
   "acceptedSinceRefresh": 0,
   "acceptedTotal": 0,
-  "generatedAt": "2026-10-18T12:20:56.963407+00:00",
+  "generatedAt": "2026-10-18T12:22:15.973600+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index a29b3c0751..003b6999e4 100644
--- a/manifest.json
+++ b/manifest.json
@@ -1,6 +1,7 @@
 {
   "agentVersion": "2026.10.18.1",
   "checksums": {
+    ".modelhub_state/account_capacity.json": "51da42f43a2833707662a2fcfd4d71d3bfcb41aa67f28a7bcb961854a2bb648b",
     ".modelhub_state/architecture_compatibility_blacklist.json": "e33269e0d33967ccc011b6442fed42cb3321a94806e4aac95e14b0f86f0d8d52",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
     ".modelhub_state/market_intelligence.json": "c4aed1020f3538b428740fd658b3cb8cd058710084478e748b2121eef6cc0644",
@@ -8,14 +9,14 @@
     ".modelhub_state/outcome_checkpoint.json": "09a4135ca56ca3a250160b5e404dd3178f8bbb446cfc9a85ce67ba5b47119430",
     ".modelhub_state/recent_outcomes.jsonl": "c143874dcbd0ebbd772b1a392ac56ed9579561fd503ca0748cceaaec6515733f",
     ".modelhub_state/recovery_active_tasks.jsonl": "187bb08e7ab506a112bd331eeb86b9e58ba2a56b864c804c74ceb037642b138b",
-    ".modelhub_state/recovery_intents.jsonl": "1d1d9daf24d7667179c275d761149527fe254d0fa3281861bc821fbe4cc278ff",
-    ".modelhub_state/routing_intelligence.json": "fad25b6aacce07a0e7efd813ee8a353db33c513bbce5897b394eb350dad68a2f",
+    ".modelhub_state/recovery_intents.jsonl": "03ff29807bdc1f7eacb86dcdcf6ad3488b9d583a6ac85f42444b68e3670eb2cb",
+    ".modelhub_state/routing_intelligence.json": "8abcc39bb23cabd256b780c5c2de33fc7236b4e416a2224b554fa4ea39926947",
     ".modelhub_state/submission_exclusions.jsonl": "defb1ae0c64404d55c47119656dc712b0e23481808448c9c34014dc13c59d0ad",
     "outcomes/submissions.jsonl": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"
   },
-  "generation": 51,
-  "phase": "intent",
+  "generation": 52,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-18T12:20:57.966520+00:00",
+  "updatedAt": "2026-10-18T12:22:16.000941+00:00",
   "writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
 }