TennisEdge's AI model finds no betting value in H. Klugman vs T. Valentova (Eastbourne on 2026-06-22) — the market is efficient, with T. Valentova favoured at 1.24.
Independent estimates of who wins, each from a different method. The blend is what the bot prices against the market.
| Method | H. Klugman | T. Valentova |
|---|---|---|
| Elo ratings-based, surface-weighted |
58.7% | 41.3% |
| Machine learning 29-feature gradient-boosted model |
27.4% | 72.6% |
| Blend what the bot actually prices off |
43.0% | 57.0% |
| Market implied de-vigged from the opening odds |
23.4% | 76.6% |
We publish how well these score against the closing market, including where they lose: how accurate are tennis predictions?
| Player | Surface | Elo | Record | Matches |
|---|---|---|---|---|
| H. Klugman | hard | 1583 | 41–23 | 64 |
| T. Valentova | hard | 1814 | 74–23 | 97 |
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 31, 2026.
T. Valentova leads 1–0 over 1 meeting. Full record.
| Date | Event | Surface | Winner | Score |
|---|---|---|---|---|
| June 22, 2026 | Eastbourne | grass | T. Valentova | 2 - 1 |
| 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 |
| L | T. Townsend | 0 - 2 | Aug. 3, 2026 |
| L | D. Snigur | 0 - 2 | July 25, 2026 |
| W | M. Bouzkova | 1 - 2 | July 24, 2026 |
| W | M. Joint | 1 - 2 | July 22, 2026 |
| W | P. Hon | 0 - 2 | July 21, 2026 |
All June 22, 2026 results & picks →
The mathematical model suggests a large edge (18.8%) for H. Klugman, but this is driven entirely by an ELO prediction (58.7%) that ignores the massive ranking gap (World No. 580 vs No. 63). The ML model (27.4%) aligns perfectly with the market (24.7%), indicating the market has priced this match correctly. Klugman is a junior prospect stepping up in class, while Valentova is an established WTA pro; the ELO model fails to account for the level of competition jump. We override the 'Value Pick' to avoid a trap bet.