TennisEdge's AI model finds no betting value in L. Fruhvirtova vs J. Ponchet (French Open on 2026-05-20) — the market is efficient, with L. Fruhvirtova favoured at 1.62.
Independent estimates of who wins, each from a different method. The blend is what the bot prices against the market.
| Method | L. Fruhvirtova | J. Ponchet |
|---|---|---|
| Elo ratings-based, surface-weighted |
31.7% | 68.3% |
| Machine learning 29-feature gradient-boosted model |
19.2% | 80.8% |
| Blend what the bot actually prices off |
25.5% | 74.5% |
| Market implied de-vigged from the opening odds |
57.6% | 42.4% |
We publish how well these score against the closing market, including where they lose: how accurate are tennis predictions?
| Player | Surface | Elo | Record | Matches |
|---|---|---|---|---|
| L. Fruhvirtova | hard | 1624 | 94–82 | 176 |
| J. Ponchet | hard | 1520 | 146–111 | 257 |
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. 3, 2026.
L. Fruhvirtova leads 2–1 over 3 meetings. Full record.
| Date | Event | Surface | Winner | Score |
|---|---|---|---|---|
| May 20, 2026 | French Open | clay | L. Fruhvirtova | 2 - 0 |
| June 7, 2025 | Birmingham | grass | L. Fruhvirtova | 2 - 1 |
| Jan. 27, 2022 | W60 Andrezieux-Boutheon | hard | J. Ponchet | 2 - 0 |
| L | K. Kawa | 2 - 1 | Aug. 3, 2026 |
| L | A. Zakharova | 2 - 0 | July 27, 2026 |
| L | B. Krejcikova | 0 - 2 | July 21, 2026 |
| L | X. Gao | 2 - 1 | July 19, 2026 |
| W | E. Micic | 0 - 2 | July 18, 2026 |
| L | P. Kudermetova | 2 - 1 | June 23, 2026 |
| L | L. Fruhvirtova | 2 - 0 | May 20, 2026 |
| W | P. Hon | 2 - 0 | May 19, 2026 |
| L | A. Lazaro Garcia | 0 - 2 | May 9, 2026 |
| W | M. Chwalinska | 1 - 2 | May 8, 2026 |
All May 20, 2026 results & picks →
Math-only prediction: no LLM calls used