Win probability

Game Prediction Model

  • 20seasons of data2006–2025
  • 5,133games trained on4,166 more held back for testing
  • 64.7%called correctlyon games the model never saw
  • ±2.1points of calibration driftwhen it says 70%, it happens about 70% of the time
23.2%decided by 3 points or fewer
47.5%decided by 7 points or fewer
8points, the median margin

A quarter of NFL games come down to a field goal, which is the ceiling every forecaster runs into. Predicting every game decided by more than a touchdown perfectly, and coin-flipping the rest, would still only reach 76.3%. Across 5,133 games, 2006–2025.

Calibrated Logistic Regression (core + market features) · walk-forward by season (train on all prior seasons, test on the next)