TennisEdge's AI model finds no betting value in Xiy. Wang vs L. Giovannini (Brescia (Italy) - Qualification on 2026-06-19) — the market is efficient, with Xiy. Wang favoured at 1.33.
Independent estimates of who wins, each from a different method. The blend is what the bot prices against the market.
| Method | Xiy. Wang | L. Giovannini |
|---|---|---|
| Elo ratings-based, surface-weighted |
59.9% | 40.1% |
| Machine learning 29-feature gradient-boosted model |
53.1% | 46.9% |
| Serve / return point-by-point simulation |
41.1% | 58.9% |
| Blend what the bot actually prices off |
67.7% | 32.3% |
| Market implied de-vigged from the opening odds |
71.0% | 29.0% |
We publish how well these score against the closing market, including where they lose: how accurate are tennis predictions?
| Player | Surface | Elo | Record | Matches |
|---|---|---|---|---|
| Xiy. Wang | hard | 1677 | 92–80 | 172 |
| L. Giovannini | clay | 1663 | 128–49 | 177 |
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. 2, 2026.
Xiy. Wang leads 1–0 over 1 meeting. Full record.
| Date | Event | Surface | Winner | Score |
|---|---|---|---|---|
| June 19, 2026 | Brescia (Italy) - Qualification | clay | Xiy. Wang | 2 - 0 |
| L | S. Bejlek | 1 - 2 | Aug. 2, 2026 |
| L | C. McNally | 1 - 2 | July 28, 2026 |
| L | M. Bassols | 1 - 1 | June 24, 2026 |
| W | H. Guo | 2 - 0 | June 23, 2026 |
| L | M. Sherif | 0 - 2 | June 21, 2026 |
| L | L. Stefanini | 0 - 2 | June 23, 2026 |
| L | Xiy. Wang | 2 - 0 | June 19, 2026 |
| W | D. Astakhova | 0 - 2 | June 17, 2026 |
| W | A. Mazzola | 1 - 2 | June 15, 2026 |
| L | F. Pace | 2 - 0 | June 3, 2026 |
All June 19, 2026 results & picks →
Math-only prediction: no LLM calls used