TennisEdge's AI model finds no betting value in K. Khachanov vs E. Quinn (Halle on 2026-06-16) — the market is efficient, with K. Khachanov 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 | K. Khachanov | E. Quinn |
|---|---|---|
| Elo ratings-based, surface-weighted |
87.8% | 12.2% |
| Machine learning 29-feature gradient-boosted model |
62.1% | 37.9% |
| Blend what the bot actually prices off |
79.9% | 20.1% |
| Market implied de-vigged from the opening odds |
70.2% | 29.8% |
We publish how well these score against the closing market, including where they lose: how accurate are tennis predictions?
| Player | Surface | Elo | Record | Matches |
|---|---|---|---|---|
| K. Khachanov | hard | 1781 | 120–84 | 204 |
| E. Quinn | hard | 1803 | 112–77 | 189 |
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 July 30, 2026.
Level at 1–1 over 2 meetings. Full record.
| Date | Event | Surface | Winner | Score |
|---|---|---|---|---|
| June 16, 2026 | Halle | grass | E. Quinn | 2 - 1 |
| Oct. 27, 2025 | Paris | hard | K. Khachanov | 2 - 0 |
| L | B. Tomic | 2 - 0 | July 30, 2026 |
| L | F. Cobolli | 2 - 3 | July 4, 2026 |
| W | Y. Hanfmann | 3 - 0 | July 2, 2026 |
| W | B. Harris | 3 - 1 | June 30, 2026 |
| L | M. Damm | 0 - 2 | June 24, 2026 |
| L | S. Mochizuki | 3 - 0 | July 1, 2026 |
| W | L. Darderi | 3 - 0 | June 29, 2026 |
| L | A. Davidovich Fokina | 0 - 2 | June 27, 2026 |
| W | N. Borges | 0 - 2 | June 26, 2026 |
| W | V. Kopriva | 2 - 1 | June 25, 2026 |
All June 16, 2026 results & picks →
Math-only prediction: no LLM calls used