AI Tennis Predictions

Our Machine Learning model relies on a database of 1.9 million historical matches. It uses a surface-specific Elo system (hard, clay, grass, indoor), recent player form, head-to-head records (H2H) and advanced statistics (aces, break rates, points won on serve) to generate ML (winner) and Totals (number of games) predictions.

The Elo system is a dynamic ranking that adjusts after each match based on the quality of the opponent. Unlike the ATP/WTA ranking based on accumulated points, Elo measures a player's actual strength at a given moment. Our Elo is calculated per surface, which captures clay or grass specialists that the official ranking underestimates.

We cover all ATP (men) and WTA (women) tours, including Grand Slams (Australian Open, Roland-Garros, Wimbledon, US Open), Masters 1000, ATP 500/250 and equivalent WTA tournaments. Data is updated daily to reflect the latest results.

Our Tennis model uses a surface-specific Elo system (hard, clay, grass, indoor) combined with a CatBoost algorithm trained on 1.9 million historical matches. It integrates recent form, head-to-head records and advanced statistics (aces, break rates, points won on serve). Result: 59.8% win rate on ML picks with a profit of +7.33 units.

Absolutely. Surface is a determining factor in tennis. A player dominant on clay can be vulnerable on grass, and vice versa. Our model calculates a separate Elo for each surface (hard, clay, grass, indoor) and integrates historical statistics specific to the current tournament's surface.

Absolutely. The 7-day trial gives you full access to all our features, including Tennis predictions, with no credit card required. At the end of the trial period, you freely choose whether to subscribe or not.

ProbWin is an AI-powered sports predictions platform. Our machine learning models use surface-specific Elo ratings and 1.9 million historical tennis matches to generate data-driven predictions for Moneyline (ML) and Total Games markets. We cover all ATP and WTA tournaments. All results are public and verifiable on our Results page.