TennisEdge's AI model finds no betting value in T. Kokkinakis vs T. Atmane (French Open on 2026-05-24) — the market is efficient, with T. Atmane favoured at 1.28.
Independent estimates of who wins, each from a different method. The blend is what the bot prices against the market.
| Method | T. Kokkinakis | T. Atmane |
|---|---|---|
| Elo ratings-based, surface-weighted |
57.9% | 42.1% |
| Machine learning 29-feature gradient-boosted model |
58.4% | 41.6% |
| Blend what the bot actually prices off |
58.1% | 41.9% |
| Market implied de-vigged from the opening odds |
25.4% | 74.6% |
We publish how well these score against the closing market, including where they lose: how accurate are tennis predictions?
| Player | Surface | Elo | Record | Matches |
|---|---|---|---|---|
| T. Kokkinakis | hard | 1789 | 96–56 | 152 |
| T. Atmane | hard | 1744 | 187–113 | 300 |
Our own ratings, computed from match results since 2018. Players with fewer than 5 rated matches are omitted rather than shown at a provisional starting value. Last updated Aug. 1, 2026.
Level at 1–1 over 2 meetings. Full record.
| Date | Event | Surface | Winner | Score |
|---|---|---|---|---|
| May 25, 2026 | French Open | clay | T. Kokkinakis | 3 - 2 |
| May 6, 2024 | ATP Rome | clay | T. Atmane | 2 - 0 |
| L | A. Popyrin | 1 - 0 | Aug. 1, 2026 |
| L | A. Walton | 1 - 2 | July 22, 2026 |
| W | E. Zhu | 0 - 2 | July 21, 2026 |
| L | A. Bublik | 2 - 3 | June 30, 2026 |
| W | A. Rublev | 1 - 2 | June 24, 2026 |
All May 24, 2026 results & picks →
Math-only prediction: no LLM calls used