AI NFL betting predictions: EPA machine learning models, World Cup analytics, and cross-sport forecasting

AI NFL betting predictions are generated by machine learning models that process Expected Points Added (EPA) per play, Defense-adjusted Value Over Average (DVOA), quarterback passer rating trajectories, weather regression parameters (wind speed, temperature, precipitation), and spread line movement data to produce calibrated win probability, spread coverage, and total (over/under) forecasts. NFL models operate on fundamentally different statistical principles than football (soccer) models—the sport is high-scoring (average 47.5 combined points per game in 2025), discretised into 50–70 plays, a

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