TennisEdge's AI model finds no betting value in K. Smith vs M. Echargui (Wimbledon on 2026-06-24) — the market is efficient, with K. Smith favoured at 1.57.
Independent estimates of who wins, each from a different method. The blend is what the bot prices against the market.
| Method | K. Smith | M. Echargui |
|---|---|---|
| Elo ratings-based, surface-weighted |
67.1% | 32.9% |
| Machine learning 29-feature gradient-boosted model |
58.3% | 41.7% |
| Blend what the bot actually prices off |
67.1% | 32.9% |
| Market implied de-vigged from the opening odds |
58.9% | 41.1% |
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. Smith | hard | 1612 | 184–112 | 296 |
| M. Echargui | hard | 1570 | 139–69 | 208 |
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 25, 2026.
M. Echargui leads 1–0 over 1 meeting. Full record.
| Date | Event | Surface | Winner | Score |
|---|---|---|---|---|
| June 24, 2026 | Wimbledon | grass | M. Echargui | 2 - 1 |
| L | L. Pavlovic | 2 - 0 | July 25, 2026 |
| W | P. Inchauspe | 1 - 2 | July 24, 2026 |
| W | M. Gonzalez Fernandez | 0 - 2 | July 22, 2026 |
| W | D. Singh | 0 - 2 | July 21, 2026 |
| L | N. McDonald | 2 - 0 | July 7, 2026 |
All June 24, 2026 results & picks →
Math-only prediction: no LLM calls used