TennisEdge's AI bot is backing Under 19.5 games at 1.70 in K. Muchova vs K. Boulter (Beijing on 2026-10-02). Result: LOST.
Independent estimates of who wins, each from a different method. The blend is what the bot prices against the market.
| Method | K. Muchova | K. Boulter |
|---|---|---|
| Elo ratings-based, surface-weighted |
82.7% | 17.3% |
| Machine learning 29-feature gradient-boosted model |
87.7% | 12.3% |
| Serve / return point-by-point simulation |
53.7% | 46.3% |
| Blend what the bot actually prices off |
74.7% | 25.3% |
| Market implied de-vigged from the opening odds |
82.8% | 17.2% |
We publish how well these score against the closing market, including where they lose: how accurate are tennis predictions?
| Player | Surface | Elo | Record | Matches |
|---|---|---|---|---|
| K. Muchova | hard | 1994 | 112–48 | 160 |
| K. Boulter | hard | 1780 | 109–76 | 185 |
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. 11, 2026.
K. Muchova leads 3–0 over 3 meetings. Full record.
| Date | Event | Surface | Winner | Score |
|---|---|---|---|---|
| Oct. 2, 2026 | Beijing | hard | K. Muchova | 2 - 0 |
| Sept. 2, 2026 | US Open | hard | K. Muchova | 2 - 0 |
| March 21, 2026 | Miami | hard | K. Muchova | 2 - 0 |
| L | E. Svitolina | 2 - 1 | Nov. 11, 2026 |
| L | A. Sabalenka | 2 - 0 | Nov. 9, 2026 |
| L | D. Shnaider | 0 - 2 | Oct. 15, 2026 |
| W | C. McNally | 2 - 1 | Oct. 14, 2026 |
| L | N. Bartunkova | 0 - 2 | Oct. 8, 2026 |
| L | C. Liu | 2 - 0 | Nov. 4, 2026 |
| W | V. Golubic | 0 - 2 | Nov. 2, 2026 |
| L | K. Siniakova | 0 - 2 | Oct. 24, 2026 |
| W | A. Ruzic | 2 - 1 | Oct. 23, 2026 |
| W | V. Golubic | 2 - 0 | Oct. 21, 2026 |
All Oct. 2, 2026 results & picks →