TennisEdge's AI bot is backing N. Noha Akugue (moneyline) at 2.92 in F. Ferro vs N. Noha Akugue (Montreux on 2026-09-13). Result: LOST.
Independent estimates of who wins, each from a different method. The blend is what the bot prices against the market.
| Method | F. Ferro | N. Noha Akugue |
|---|---|---|
| Elo ratings-based, surface-weighted |
61.6% | 38.4% |
| Machine learning 29-feature gradient-boosted model |
60.9% | 39.1% |
| Serve / return point-by-point simulation |
57.8% | 42.2% |
| Blend what the bot actually prices off |
60.1% | 39.9% |
| 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?
| Player | Surface | Elo | Record | Matches |
|---|---|---|---|---|
| F. Ferro | clay | 1757 | 78–54 | 132 |
| N. Noha Akugue | clay | 1638 | 118–86 | 204 |
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 Sept. 13, 2026.
F. Ferro leads 2–0 over 2 meetings. Full record.
| Date | Event | Surface | Winner | Score |
|---|---|---|---|---|
| Sept. 13, 2026 | Montreux | clay | F. Ferro | 2 - 0 |
| April 29, 2025 | Saint Malo | clay | F. Ferro | 2 - 1 |
| W | N. Noha Akugue | 2 - 0 | Sept. 13, 2026 |
| W | D. Galfi | 1 - 2 | Sept. 12, 2026 |
| W | L. Havlickova | 2 - 0 | Sept. 11, 2026 |
| W | B. Palicova | 2 - 0 | Sept. 10, 2026 |
| W | M. Barthel | 2 - 0 | Sept. 8, 2026 |
| L | F. Ferro | 2 - 0 | Sept. 13, 2026 |
| W | G. Maristany | 2 - 0 | Sept. 12, 2026 |
| W | A. Soboleva | 0 - 2 | Sept. 11, 2026 |
| W | A. Granwehr | 0 - 2 | Sept. 9, 2026 |
| W | D. Zoldakova | 1 - 2 | Sept. 7, 2026 |
All Sept. 13, 2026 results & picks →