TennisEdge's AI model finds no betting value in M. Chwalinska vs M. Andreeva (French Open on 2026-06-06) — the market is efficient, with M. Andreeva favoured at 1.25.
Independent estimates of who wins, each from a different method. The blend is what the bot prices against the market.
| Method | M. Chwalinska | M. Andreeva |
|---|---|---|
| Elo ratings-based, surface-weighted |
25.1% | 74.9% |
| Machine learning 29-feature gradient-boosted model |
15.1% | 84.9% |
| Serve / return point-by-point simulation |
33.3% | 66.7% |
| Blend what the bot actually prices off |
24.5% | 75.5% |
| Market implied de-vigged from the opening odds |
23.8% | 76.2% |
We publish how well these score against the closing market, including where they lose: how accurate are tennis predictions?
| Player | Surface | Elo | Record | Matches |
|---|---|---|---|---|
| M. Chwalinska | clay | 1841 | 113–59 | 172 |
| M. Andreeva | hard | 1957 | 93–37 | 130 |
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 June 6, 2026.
M. Andreeva leads 1–0 over 1 meeting. Full record.
| Date | Event | Surface | Winner | Score |
|---|---|---|---|---|
| June 6, 2026 | French Open | clay | M. Andreeva | 2 - 0 |
| L | M. Sawangkaew | 2 - 1 | June 29, 2026 |
| L | M. Linette | 1 - 2 | June 26, 2026 |
| L | M. Andreeva | 0 - 2 | June 6, 2026 |
| W | D. Shnaider | 0 - 2 | June 4, 2026 |
| W | A. Kalinskaya | 0 - 2 | June 3, 2026 |
| L | B. Krejcikova | 2 - 1 | July 1, 2026 |
| W | M. Linette | 0 - 2 | June 29, 2026 |
| L | E. Alexandrova | 2 - 0 | June 24, 2026 |
| W | M. Chwalinska | 0 - 2 | June 6, 2026 |
| W | M. Kostyuk | 0 - 2 | June 4, 2026 |
All June 6, 2026 results & picks →
Math-only prediction: no LLM calls used