TennisEdge's AI model finds no betting value in Z. Piros vs I. Ivanov (Wimbledon on 2026-06-22) — the market is efficient, with Z. Piros favoured at 1.36.
Independent estimates of who wins, each from a different method. The blend is what the bot prices against the market.
| Method | Z. Piros | I. Ivanov |
|---|---|---|
| Elo ratings-based, surface-weighted |
24.6% | 75.4% |
| Machine learning 29-feature gradient-boosted model |
47.0% | 53.0% |
| Blend what the bot actually prices off |
46.3% | 53.7% |
| Market implied de-vigged from the opening odds |
68.8% | 31.2% |
We publish how well these score against the closing market, including where they lose: how accurate are tennis predictions?
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. 4, 2026.
Z. Piros leads 1–0 over 1 meeting. Full record.
| Date | Event | Surface | Winner | Score |
|---|---|---|---|---|
| June 22, 2026 | Wimbledon | grass | Z. Piros | 2 - 0 |
| W | D. Rincon | 2 - 0 | Aug. 4, 2026 |
| L | M. H. Rehberg | 0 - 2 | July 22, 2026 |
| W | S. Napolitano | 1 - 0 | July 20, 2026 |
| W | T. Droguet | 0 - 2 | July 12, 2026 |
| W | J. Kym | 2 - 0 | July 11, 2026 |
| L | C. E. Overbeck | 2 - 0 | Aug. 1, 2026 |
| W | P. Munkhammar | 2 - 0 | July 31, 2026 |
| W | S. G. Jorgensen | 2 - 0 | July 30, 2026 |
| W | G. Theilgaard | 2 - 0 | July 29, 2026 |
| L | O. Crawford | 1 - 2 | July 15, 2026 |
All June 22, 2026 results & picks →
Math-only prediction: no LLM calls used