Sports analytics, win probabilities and team strength ratings

Benchmark sports ratings and matchup probabilities

SharpModels provides benchmark team ratings, matchup probabilities, standings and historical archives across major US sports. Every model is designed to produce clear, consistent comparisons between teams, seasons and matchups.

Want to understand how these models are built? Our free step-by-step Python series walks through the complete development of an NFL Elo forecasting model, from basic team ratings to probability forecasting and model evaluation.