# tennis.computer

> ATP match predictions and player ratings, updated daily.

A project by Giorgio Liapakis. Live at https://www.tennis.computer

- Covers: ATP, by surface
- Backtested on: 33,132 matches

A surface-aware Elo rating feeds a gradient-boosted model, and a Monte Carlo simulation of the draw turns match odds into tournament win chances. Predictions are published before matches, so the record is public.

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[Giorgio Liapakis](https://www.giorgio.co/) · [Contact](https://www.giorgio.co/contact) · [Everything on this site (llms.txt)](https://www.giorgio.co/llms.txt)