AI match preview for J. Shang vs C. Langmo (Brisbane 3 on 2026-11-14): models, form and the market read. No bot verdict is published for this match yet. J. Shang is the market favourite at 1.11.
Independent estimates of who wins, each from a different method. The blend is what the bot prices against the market.
| Method | J. Shang | C. Langmo |
|---|---|---|
| Elo ratings-based, surface-weighted |
81.8% | 18.2% |
| Machine learning 29-feature gradient-boosted model |
75.3% | 24.7% |
| Serve / return point-by-point simulation |
37.7% | 62.3% |
| Blend what the bot actually prices off |
65.0% | 35.1% |
| Market implied de-vigged from the opening odds |
82.9% | 17.1% |
We publish how well these score against the closing market, including where they lose: how accurate are tennis predictions?
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. 13, 2026.
| W | D. Sweeny | 1 - 2 | Nov. 13, 2026 |
| W | C. E. Overbeck | 1 - 2 | Nov. 12, 2026 |
| W | Ja. Delaney | 1 - 2 | Nov. 10, 2026 |
| L | L. Harris | 2 - 0 | Oct. 26, 2026 |
| L | A. Zverev | 2 - 0 | Oct. 3, 2026 |
| W | A. Santillan | 1 - 2 | Nov. 13, 2026 |
| W | J. McCabe | 2 - 1 | Nov. 12, 2026 |
| W | Y. Ibraimi | 2 - 0 | Nov. 10, 2026 |
| W | K. Isomura | 2 - 0 | Nov. 9, 2026 |
| W | S. Vujic | 2 - 1 | Nov. 8, 2026 |
All Nov. 14, 2026 results & picks →