TennisEdge's AI bot is backing E. S. Liang (moneyline) at 3.15 in A. Bondar vs E. S. Liang (Monterrey on 2026-08-23). Result: LOST.
Independent estimates of who wins, each from a different method. The blend is what the bot prices against the market.
| Method | A. Bondar | E. S. Liang |
|---|---|---|
| Elo ratings-based, surface-weighted |
66.2% | 33.8% |
| Machine learning 29-feature gradient-boosted model |
58.6% | 41.4% |
| Serve / return point-by-point simulation |
33.7% | 66.3% |
| Blend what the bot actually prices off |
58.4% | 41.6% |
| Market implied de-vigged from the opening odds |
72.9% | 27.1% |
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. Bondar | hard | 1660 | 82–86 | 168 |
| E. S. Liang | hard | 1590 | 124–106 | 230 |
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 Oct. 29, 2026.
A. Bondar leads 1–0 over 1 meeting. Full record.
| Date | Event | Surface | Winner | Score |
|---|---|---|---|---|
| Aug. 23, 2026 | Monterrey | hard | A. Bondar | 2 - 1 |
| L | K. Quevedo | 0 - 2 | Oct. 29, 2026 |
| W | D. Snigur | 0 - 2 | Oct. 26, 2026 |
| L | A. Sasnovich | 2 - 0 | Oct. 17, 2026 |
| L | M. Pohankova | 0 - 2 | Oct. 12, 2026 |
| L | M. Sawangkaew | 0 - 2 | Oct. 11, 2026 |
| L | T. Valentova | 1 - 2 | Oct. 24, 2026 |
| L | S. Saito | 0 - 2 | Sept. 19, 2026 |
| L | N. Bartunkova | 2 - 1 | Aug. 26, 2026 |
| L | A. Bondar | 2 - 1 | Aug. 23, 2026 |
| W | S. Kraus | 2 - 1 | Aug. 22, 2026 |
All Aug. 23, 2026 results & picks →