AI match preview for Z. Piros vs D. Altmaier (Orleans on 2026-11-13): models, form and the market read. No bot verdict is published for this match yet. D. Altmaier is the market favourite at 1.50.
Independent estimates of who wins, each from a different method. The blend is what the bot prices against the market.
| Method | Z. Piros | D. Altmaier |
|---|---|---|
| Elo ratings-based, surface-weighted |
49.3% | 50.7% |
| Machine learning 29-feature gradient-boosted model |
39.3% | 60.7% |
| Serve / return point-by-point simulation |
50.1% | 49.9% |
| Blend what the bot actually prices off |
46.2% | 53.8% |
| Market implied de-vigged from the opening odds |
38.7% | 61.3% |
We publish how well these score against the closing market, including where they lose: how accurate are tennis predictions?
| Player | Surface | Elo | Record | Matches |
|---|---|---|---|---|
| Z. Piros | hard | 1640 | 65–52 | 117 |
| D. Altmaier | hard | 1673 | 94–97 | 191 |
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 Nov. 11, 2026.
| W | C. Tabur | 2 - 1 | Nov. 11, 2026 |
| W | L. Nardi | 2 - 1 | Nov. 10, 2026 |
| L | D. Svrcina | 2 - 1 | Nov. 6, 2026 |
| W | S. Gueymard Wayenburg | 1 - 2 | Nov. 4, 2026 |
| W | M. Donald | 0 - 2 | Nov. 2, 2026 |
| W | B. Gadamauri | 1 - 2 | Nov. 11, 2026 |
| W | A. Gobat | 1 - 2 | Nov. 10, 2026 |
| L | A. Molcan | 2 - 0 | Oct. 31, 2026 |
| L | J. Lehecka | 0 - 2 | Oct. 29, 2026 |
| W | J. M. Cerundolo | 2 - 1 | Oct. 26, 2026 |
All Nov. 13, 2026 results & picks →