diff --git "a/evaluation_results_equity.json" "b/evaluation_results_equity.json"
--- "a/evaluation_results_equity.json"
+++ "b/evaluation_results_equity.json"
@@ -1,1917 +1,2324 @@
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-    "max_drawdown": -8.8
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   },
   "AGG": {
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     "max_drawdown": -2.53
   },
-  "winner": "model_a",
-  "evaluated_at": "2026-04-25T09:12:45.345284",
+  "winner": "model_c",
+  "evaluated_at": "2026-04-25T09:14:31.143080",
   "tsl_pct": 12,
   "z_reentry": 0.9,
   "fee_bps": 12,
-  "consensus_signal": "XLY",
-  "consensus_z_score": 1.874,
-  "consensus_confidence": 0.0719,
+  "consensus_signal": "XLK",
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   "consensus_probs": {
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-    "XLE": 0.063,
-    "XLV": 0.059,
-    "XLI": 0.0529,
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-    "XLRE": 0.0641,
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-    "IWM": 0.0512,
-    "IWF": 0.0633,
-    "XSD": 0.0588,
-    "XBI": 0.0626
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+    "XLK": 0.0751,
+    "XLF": 0.0619,
+    "XLE": 0.0738,
+    "XLV": 0.0529,
+    "XLI": 0.0637,
+    "XLY": 0.0655,
+    "XLP": 0.0559,
+    "XLU": 0.0645,
+    "XME": 0.0516,
+    "XLB": 0.0558,
+    "XLRE": 0.0469,
+    "GDX": 0.0611,
+    "IWM": 0.0488,
+    "IWF": 0.0568,
+    "XSD": 0.061,
+    "XBI": 0.0529
   },
-  "consensus_ann_return": 91.64,
-  "consensus_sharpe": 1.518,
-  "consensus_max_dd": -19.83
+  "consensus_ann_return": 83.05,
+  "consensus_sharpe": 1.703,
+  "consensus_max_dd": -15.63
 }
\ No newline at end of file