TennisEdge's AI model finds no betting value in A. Vukic vs P. Kypson (Rome on 2026-05-06) — the market is efficient, with P. Kypson favoured at 1.29.
Independent estimates of who wins, each from a different method. The blend is what the bot prices against the market.
| Method | A. Vukic | P. Kypson |
|---|---|---|
| Elo ratings-based, surface-weighted |
36.0% | 64.0% |
| Machine learning 29-feature gradient-boosted model |
32.9% | 67.1% |
| Serve / return point-by-point simulation |
37.1% | 62.9% |
| Blend what the bot actually prices off |
35.3% | 64.7% |
| Market implied de-vigged from the opening odds |
26.4% | 73.6% |
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 Aug. 4, 2026.
A. Vukic leads 2–1 over 3 meetings. Full record.
| Date | Event | Surface | Winner | Score |
|---|---|---|---|---|
| May 6, 2026 | Rome | clay | A. Vukic | 2 - 1 |
| Aug. 6, 2025 | Cincinnati | hard | P. Kypson | 2 - 0 |
| Nov. 17, 2022 | Champaign | hard | A. Vukic | 2 - 0 |
| L | D. Altmaier | 1 - 2 | Aug. 4, 2026 |
| W | T. Barrios Vera | 2 - 0 | Aug. 1, 2026 |
| L | L. Musetti | 1 - 2 | July 29, 2026 |
| W | Z. Svajda | 2 - 0 | July 27, 2026 |
| W | A. Bolt | 2 - 0 | July 26, 2026 |
| L | T. Fritz | 3 - 0 | July 2, 2026 |
| W | M. McDonald | 3 - 1 | June 30, 2026 |
| L | A. Vukic | 2 - 1 | May 6, 2026 |
| W | T. Droguet | 2 - 1 | May 5, 2026 |
| W | J. Pinnington Jones | 2 - 1 | May 4, 2026 |
All May 6, 2026 results & picks →
Math-only prediction: no LLM calls used