TennisEdge's AI model finds no betting value in M. Sawangkaew vs L. Klimovicova (Birmingham on 2026-06-01) — the market is efficient, with M. Sawangkaew favoured at 1.57.
Independent estimates of who wins, each from a different method. The blend is what the bot prices against the market.
| Method | M. Sawangkaew | L. Klimovicova |
|---|---|---|
| Elo ratings-based, surface-weighted |
70.8% | 29.2% |
| Machine learning 29-feature gradient-boosted model |
85.8% | 14.2% |
| Blend what the bot actually prices off |
78.3% | 21.7% |
| Market implied de-vigged from the opening odds |
58.9% | 41.1% |
We publish how well these score against the closing market, including where they lose: how accurate are tennis predictions?
| Player | Surface | Elo | Record | Matches |
|---|---|---|---|---|
| M. Sawangkaew | hard | 1718 | 145–79 | 224 |
| L. Klimovicova | hard | 1647 | 130–59 | 189 |
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 Aug. 1, 2026.
Level at 1–1 over 2 meetings. Full record.
| Date | Event | Surface | Winner | Score |
|---|---|---|---|---|
| June 1, 2026 | Birmingham | grass | M. Sawangkaew | 2 - 0 |
| May 22, 2025 | French Open | clay | L. Klimovicova | 2 - 0 |
| L | R. Sramkova | 0 - 2 | Aug. 1, 2026 |
| L | T. Preston | 2 - 1 | July 31, 2026 |
| W | E. Jones | 0 - 2 | July 30, 2026 |
| W | N. Hibino | 1 - 2 | July 29, 2026 |
| W | E. S. Liang | 0 - 2 | July 28, 2026 |
| L | E. Yaneva | 1 - 2 | Aug. 4, 2026 |
| L | R. Saigo | 0 - 2 | Aug. 1, 2026 |
| W | V. Chaudhari | 2 - 0 | July 31, 2026 |
| W | C. Vlasselaer | 2 - 0 | July 30, 2026 |
| W | N. Sato | 2 - 0 | July 28, 2026 |
All June 1, 2026 results & picks →
Math-only prediction: no LLM calls used