Ranked by real ATP rank (the only complete signal this site has for tennis) with the model's own average favorite-win probability shown alongside, when they've been the model's favorite. Unlike the other sports' power rankings, this isn't a weighted composite score - tennis has no per-player season game log here, just individual match predictions, so there's nothing real to weight rank against yet.
| Rank | Player | Avg. model favor % | Tracked matches | Last seen |
|---|---|---|---|---|
| #5 | Ben Shelton | 79.8% | 1 | 2026-08-07 |
| #6 | Alex de Minaur | 73.5% | 1 | 2026-08-06 |
| #10 | Lorenzo Musetti | 61.1% | 1 | 2026-08-06 |
| #13 | Casper Ruud | 51.1% | 1 | 2026-08-07 |
| #14 | Jiri Lehecka | 57.9% | 2 | 2026-08-08 |
| #17 | Learner Tien | 52.2% | 1 | 2026-08-07 |
| #18 | Jakub Mensik | 64.3% | 1 | 2026-08-07 |
| #19 | Frances Tiafoe | 55.7% | 1 | 2026-08-06 |
| #21 | Luciano Darderi | 68.7% | 2 | 2026-08-08 |
| #24 | Arthur Fils | 64.8% | 2 | 2026-08-08 |
| #25 | Tommy Paul | — | 1 | 2026-08-07 |
| #26 | Rafael Jodar | — | 2 | 2026-08-08 |
| #27 | Arthur Rinderknech | 49.9% | 2 | 2026-08-08 |
| #27 | Joao Fonseca | — | 1 | 2026-08-07 |
| #29 | Cameron Norrie | — | 2 | 2026-08-08 |
| #31 | Brandon Nakashima | 67.0% | 2 | 2026-08-08 |
| #34 | Matteo Arnaldi | 59.2% | 1 | 2026-08-07 |
| #37 | Zizou Bergs | — | 1 | 2026-08-07 |
| #38 | Alexander Blockx | — | 1 | 2026-08-06 |
| #47 | Mariano Navone | — | 1 | 2026-08-06 |
| #48 | Nuno Borges | 49.5% | 2 | 2026-08-08 |
| #52 | Yannick Hanfmann | — | 1 | 2026-08-06 |
| #52 | Terence Atmane | — | 1 | 2026-08-07 |
| #55 | Botic van de Zandschulp | 53.9% | 1 | 2026-08-07 |
| #58 | Tallon Griekspoor | — | 1 | 2026-08-07 |
| #61 | Thiago Agustin Tirante | 57.9% | 1 | 2026-08-07 |
| #96 | Hubert Hurkacz | — | 1 | 2026-08-07 |
| #103 | Alexei Popyrin | — | 1 | 2026-08-07 |
| #114 | Titouan Droguet | — | 1 | 2026-08-06 |
| #262 | Juncheng Shang | — | 1 | 2026-08-06 |