TennisEdge's AI bot is backing A. Ito (moneyline) at 2.10 in A. Ito vs T. C. Grant (Osaka on 2026-10-17). Result: WON.
Independent estimates of who wins, each from a different method. The blend is what the bot prices against the market.
| Method | A. Ito | T. C. Grant |
|---|---|---|
| Elo ratings-based, surface-weighted |
47.7% | 52.3% |
| Machine learning 29-feature gradient-boosted model |
59.2% | 40.8% |
| Serve / return point-by-point simulation |
80.3% | 19.7% |
| Blend what the bot actually prices off |
62.4% | 37.6% |
| Market implied de-vigged from the opening odds |
45.7% | 54.3% |
We publish how well these score against the closing market, including where they lose: how accurate are tennis predictions?
| Player | Surface | Elo | Record | Matches |
|---|---|---|---|---|
| A. Ito | hard | 1603 | 148–89 | 237 |
| T. C. Grant | hard | 1474 | 30–24 | 54 |
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 Nov. 10, 2026.
A. Ito leads 1–0 over 1 meeting. Full record.
| Date | Event | Surface | Winner | Score |
|---|---|---|---|---|
| Oct. 17, 2026 | Osaka | hard | A. Ito | 2 - 0 |
| L | C. Y. Lee | 2 - 0 | Nov. 10, 2026 |
| L | K. Swan | 2 - 0 | Nov. 4, 2026 |
| L | K. Birrell | 2 - 0 | Oct. 24, 2026 |
| L | H. Dart | 2 - 1 | Oct. 18, 2026 |
| W | T. C. Grant | 2 - 0 | Oct. 17, 2026 |
| L | E. Pridankina | 2 - 0 | Oct. 24, 2026 |
| L | A. Ito | 2 - 0 | Oct. 17, 2026 |
| L | C. Osorio | 2 - 1 | Oct. 10, 2026 |
| L | D. Khomutsianskaya | 2 - 1 | Oct. 6, 2026 |
| L | A. Falei | 0 - 2 | Sept. 29, 2026 |
All Oct. 17, 2026 results & picks →