Deuce
ATP · model scorecard

The Scorecard

Every number here is out-of-sample: a full walk-forward backtest, live forecasts frozen before results, and paired comparisons against the market on identical matches. Lower log-loss and Brier are better; positive Δ means the model was sharper than the market.

Walk-forward accuracy
Live record
Vs Kalshi (Δ log-loss)
Vs closing line (Δ log-loss)