TennisEdge's AI bot is backing A. Parks +3.5 (game handicap) at 2.08 in Xin. Wang vs A. Parks (Tokyo on 2026-10-26). Result: WON.
Independent estimates of who wins, each from a different method. The blend is what the bot prices against the market.
| Method | Xin. Wang | A. Parks |
|---|---|---|
| Elo ratings-based, surface-weighted |
58.8% | 41.2% |
| Machine learning 29-feature gradient-boosted model |
59.5% | 40.5% |
| Serve / return point-by-point simulation |
47.6% | 52.4% |
| Blend what the bot actually prices off |
55.3% | 44.7% |
| Market implied de-vigged from the opening odds |
71.9% | 28.1% |
We publish how well these score against the closing market, including where they lose: how accurate are tennis predictions?
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. 5, 2026.
A. Parks leads 2–0 over 2 meetings. Full record.
| Date | Event | Surface | Winner | Score |
|---|---|---|---|---|
| Oct. 26, 2026 | Tokyo | hard | A. Parks | 2 - 0 |
| Feb. 16, 2025 | Dubai | hard | A. Parks | 2 - 0 |
| L | A. Ruzic | 1 - 2 | Nov. 5, 2026 |
| W | A. Karunaratne | 2 - 0 | Nov. 2, 2026 |
| L | A. Parks | 0 - 2 | Oct. 26, 2026 |
| L | Xiy. Wang | 2 - 0 | Oct. 12, 2026 |
| L | S. Kartal | 2 - 0 | Oct. 3, 2026 |
| L | M. Pohankova | 2 - 0 | Oct. 30, 2026 |
| W | K. Birrell | 2 - 0 | Oct. 29, 2026 |
| W | Xin. Wang | 0 - 2 | Oct. 26, 2026 |
| W | H. Watson | 0 - 2 | Oct. 25, 2026 |
| W | E. Shibahara | 1 - 2 | Oct. 24, 2026 |
All Oct. 26, 2026 results & picks →