AI match preview for A. Shelbayh vs A. Gray (Knoxville on 2026-11-13): models, form and the market read. No bot verdict is published for this match yet. A. Gray is the market favourite at 1.76.
Independent estimates of who wins, each from a different method. The blend is what the bot prices against the market.
| Method | A. Shelbayh | A. Gray |
|---|---|---|
| Elo ratings-based, surface-weighted |
51.1% | 48.9% |
| Machine learning 29-feature gradient-boosted model |
56.7% | 43.3% |
| Serve / return point-by-point simulation |
27.7% | 72.3% |
| Blend what the bot actually prices off |
45.2% | 54.8% |
| Market implied de-vigged from the opening odds |
49.3% | 50.7% |
We publish how well these score against the closing market, including where they lose: how accurate are tennis predictions?
| Player | Surface | Elo | Record | Matches |
|---|---|---|---|---|
| A. Shelbayh | hard | 1634 | 130–84 | 214 |
| A. Gray | hard | 1607 | 192–87 | 279 |
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.
| W | M. Giron | 1 - 2 | Nov. 12, 2026 |
| W | H. Wendelken | 2 - 0 | Nov. 11, 2026 |
| L | M. Antonius | 1 - 2 | Nov. 2, 2026 |
| L | J. Wolf | 2 - 0 | Oct. 27, 2026 |
| L | P. Rodenas | 1 - 1 | Oct. 18, 2026 |
| W | F. J. Planinsek | 0 - 2 | Nov. 12, 2026 |
| W | Dar. Blanch | 2 - 0 | Nov. 10, 2026 |
| L | A. Mayo | 2 - 0 | Nov. 5, 2026 |
| W | V. Royer | 2 - 0 | Nov. 3, 2026 |
| L | L. Maxted | 0 - 2 | Oct. 31, 2026 |
All Nov. 13, 2026 results & picks →