MODEL COMPARISON REPORT
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V1 (Live): models/xgboost_model.pkl
  Features: 37
  Trades: 107
  Win Rate: 43.9%
  Net P&L: $19.37
  Profit Factor: 1.04
  Sharpe: 0.25

V2 (ML V2): backtests/36_ml_v2_results/model_d.pkl
  Features: 76
  Trades: 107
  Win Rate: 65.4%
  Net P&L: $408.59
  Profit Factor: 2.58
  Sharpe: 5.97

IMPROVEMENTS (V2 vs V1):
  Win Rate: +21.5%
  Net P&L: $+389.22
  Profit Factor: +1.54
  Sharpe: +5.72