TennisEdge's AI bot is backing Under 19.5 games at 1.95 in M. Sherif vs M. Chwalinska (Wuhan on 2026-10-12). Result: WON.
Independent estimates of who wins, each from a different method. The blend is what the bot prices against the market.
| Method | M. Sherif | M. Chwalinska |
|---|---|---|
| Elo ratings-based, surface-weighted |
33.1% | 66.9% |
| Machine learning 29-feature gradient-boosted model |
27.6% | 72.4% |
| Serve / return point-by-point simulation |
55.5% | 44.5% |
| Blend what the bot actually prices off |
38.7% | 61.3% |
| Market implied de-vigged from the opening odds |
22.0% | 78.0% |
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. Sherif | hard | 1336 | 12–52 | 64 |
| M. Chwalinska | hard | 1814 | 75–41 | 116 |
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. 17, 2026.
M. Chwalinska leads 2–0 over 2 meetings. Full record.
| Date | Event | Surface | Winner | Score |
|---|---|---|---|---|
| Oct. 13, 2026 | Wuhan | hard | M. Chwalinska | 2 - 0 |
| Dec. 6, 2024 | Florianopolis Challenger Women | clay | M. Chwalinska | 2 - 1 |
| L | T. Prozorova | 1 - 2 | Oct. 17, 2026 |
| L | M. Chwalinska | 0 - 2 | Oct. 13, 2026 |
| L | N. Bartunkova | 2 - 0 | Sept. 2, 2026 |
| L | O. Oliynykova | 0 - 2 | Aug. 24, 2026 |
| L | T. Korpatsch | 0 - 1 | July 25, 2026 |
| W | S. Kartal | 2 - 1 | Oct. 18, 2026 |
| W | I. Swiatek | 0 - 2 | Oct. 17, 2026 |
| W | M. Sakkari | 2 - 1 | Oct. 16, 2026 |
| W | I. Jovic | 0 - 2 | Oct. 15, 2026 |
| W | M. Bouzkova | 1 - 2 | Oct. 14, 2026 |
All Oct. 12, 2026 results & picks →