TennisEdge's AI bot is backing T. A. Tirante (moneyline) at 1.74 in T. A. Tirante vs H. Medjedovic (Shanghai on 2026-10-07). Result: WON.
Independent estimates of who wins, each from a different method. The blend is what the bot prices against the market.
| Method | T. A. Tirante | H. Medjedovic |
|---|---|---|
| Elo ratings-based, surface-weighted |
60.2% | 39.8% |
| Machine learning 29-feature gradient-boosted model |
57.6% | 42.4% |
| Serve / return point-by-point simulation |
49.6% | 50.4% |
| Blend what the bot actually prices off |
55.8% | 44.2% |
| Market implied de-vigged from the opening odds |
49.6% | 50.4% |
We publish how well these score against the closing market, including where they lose: how accurate are tennis predictions?
| Player | Surface | Elo | Record | Matches |
|---|---|---|---|---|
| T. A. Tirante | hard | 1747 | 63–49 | 112 |
| H. Medjedovic | hard | 1613 | 67–61 | 128 |
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. 12, 2026.
T. A. Tirante leads 1–0 over 1 meeting. Full record.
| Date | Event | Surface | Winner | Score |
|---|---|---|---|---|
| Oct. 8, 2026 | Shanghai | hard | T. A. Tirante | 2 - 0 |
| W | A. Shevchenko | 2 - 1 | Nov. 12, 2026 |
| W | T. M. Etcheverry | Walk Over | Nov. 10, 2026 |
| W | J. Munar | 2 - 0 | Nov. 8, 2026 |
| L | J-L. Struff | 1 - 2 | Nov. 4, 2026 |
| L | M. Bellucci | 0 - 2 | Nov. 1, 2026 |
| L | A. Molcan | 2 - 0 | Oct. 24, 2026 |
| L | B. Nakashima | 1 - 2 | Oct. 20, 2026 |
| L | T. A. Tirante | 2 - 0 | Oct. 8, 2026 |
| W | V. Gaubas | 2 - 0 | Sept. 19, 2026 |
| L | K. Majchrzak | 3 - 0 | Aug. 30, 2026 |
All Oct. 7, 2026 results & picks →