TennisEdge's AI model finds no betting value in A. Krueger vs H. Klugman (Birmingham on 2026-05-30) — the market is efficient, with A. Krueger favoured at 1.16.
Independent estimates of who wins, each from a different method. The blend is what the bot prices against the market.
| Method | A. Krueger | H. Klugman |
|---|---|---|
| Elo ratings-based, surface-weighted |
81.8% | 18.2% |
| Machine learning 29-feature gradient-boosted model |
87.4% | 12.6% |
| Blend what the bot actually prices off |
84.6% | 15.4% |
| Market implied de-vigged from the opening odds |
79.8% | 20.2% |
We publish how well these score against the closing market, including where they lose: how accurate are tennis predictions?
| Player | Surface | Elo | Record | Matches |
|---|---|---|---|---|
| A. Krueger | hard | 1720 | 94–83 | 177 |
| H. Klugman | hard | 1583 | 41–23 | 64 |
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 29, 2026.
A. Krueger leads 1–0 over 1 meeting. Full record.
| Date | Event | Surface | Winner | Score |
|---|---|---|---|---|
| May 30, 2026 | Birmingham | grass | A. Krueger | 2 - 0 |
| L | N. Osaka | 0 - 1 | July 29, 2026 |
| W | K. Boulter | 2 - 1 | July 28, 2026 |
| L | M. Kostyuk | 0 - 2 | July 6, 2026 |
| W | D. Snigur | 0 - 2 | July 4, 2026 |
| W | M. Bolkvadze | 0 - 2 | July 2, 2026 |
| L | A. Karunaratne | 1 - 2 | July 31, 2026 |
| W | M. Ekstrand | 2 - 0 | July 30, 2026 |
| W | R. Cooling | 2 - 0 | July 28, 2026 |
| L | A. Dudeney | 2 - 0 | July 17, 2026 |
| W | M. Leonard | 1 - 2 | July 16, 2026 |
All May 30, 2026 results & picks →
Math-only prediction: no LLM calls used