TennisEdge's AI bot is backing M. Echargui (moneyline) at 6.00 in M. Echargui vs M. Zheng (Cincinnati on 2026-08-11). Result: LOST.
Independent estimates of who wins, each from a different method. The blend is what the bot prices against the market.
| Method | M. Echargui | M. Zheng |
|---|---|---|
| Elo ratings-based, surface-weighted |
22.5% | 77.5% |
| Machine learning 29-feature gradient-boosted model |
28.9% | 71.1% |
| Serve / return point-by-point simulation |
31.6% | 68.4% |
| Blend what the bot actually prices off |
25.8% | 74.2% |
| Market implied de-vigged from the opening odds |
21.0% | 79.0% |
We publish how well these score against the closing market, including where they lose: how accurate are tennis predictions?
| Player | Surface | Elo | Record | Matches |
|---|---|---|---|---|
| M. Echargui | hard | 1563 | 150–80 | 230 |
| M. Zheng | hard | 1721 | 80–43 | 123 |
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. 12, 2026.
M. Zheng leads 1–0 over 1 meeting. Full record.
| Date | Event | Surface | Winner | Score |
|---|---|---|---|---|
| Aug. 12, 2026 | Cincinnati | hard | M. Zheng | 2 - 1 |
| L | M. Petkovic | 0 - 2 | Nov. 12, 2026 |
| W | D. Ajdukovic | 0 - 2 | Nov. 10, 2026 |
| L | M. Walters | 2 - 0 | Nov. 1, 2026 |
| L | F. Maestrelli | 0 - 2 | Oct. 27, 2026 |
| W | B. Hassan | 2 - 0 | Oct. 26, 2026 |
All Aug. 11, 2026 results & picks →