TennisEdge's AI model finds no betting value in S. Cirstea vs K. Birrell (Wimbledon on 2026-07-02) — the market is efficient, with S. Cirstea favoured at 1.35.
Independent estimates of who wins, each from a different method. The blend is what the bot prices against the market.
| Method | S. Cirstea | K. Birrell |
|---|---|---|
| Elo ratings-based, surface-weighted |
36.1% | 63.9% |
| Machine learning 29-feature gradient-boosted model |
55.2% | 44.8% |
| Blend what the bot actually prices off |
52.8% | 47.2% |
| Market implied de-vigged from the opening odds |
67.9% | 32.1% |
We publish how well these score against the closing market, including where they lose: how accurate are tennis predictions?
| Player | Surface | Elo | Record | Matches |
|---|---|---|---|---|
| S. Cirstea | hard | 1917 | 94–63 | 157 |
| K. Birrell | hard | 1773 | 149–98 | 247 |
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 March 23, 2026.
S. Cirstea leads 2–0 over 2 meetings. Full record.
| Date | Event | Surface | Winner | Score |
|---|---|---|---|---|
| July 2, 2026 | Wimbledon | grass | S. Cirstea | 2 - 0 |
| March 9, 2023 | WTA Indian Wells | hard | S. Cirstea | 2 - 0 |
| L | L. Noskova | 1 - 2 | July 4, 2026 |
| W | K. Birrell | 2 - 0 | July 2, 2026 |
| W | S. Bejlek | 2 - 0 | June 30, 2026 |
| L | E. Raducanu | 0 - 2 | June 12, 2026 |
| W | M. Inglis | 2 - 1 | June 9, 2026 |
| L | V. Golubic | 0 - 2 | Aug. 2, 2026 |
| L | Y. Ma | 2 - 0 | July 29, 2026 |
| L | S. Cirstea | 2 - 0 | July 2, 2026 |
| W | A. Korneeva | 2 - 1 | June 30, 2026 |
| L | P. Marcinko | 2 - 0 | June 24, 2026 |
All July 2, 2026 results & picks →
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S. Cirstea (A) vs K. Birrell (B) — Wimbledon 1/32, grass
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ODDS A 1.35 (imp 67.9%) | B 2.85 (imp 32.1%) → value_pick B, edge +15.0%
MODELS ELO A 0.361 | ML A 0.552 | blend A 0.528 | market A 0.679
→ ELO alone flags B value; ML & market both favor A. Split signal.
FORM
A Cirstea: W vs Bejlek 6-1 7-6 (GRIND, 1d ago). Clay season loaded:
SF Rome beating Ostapenko(1890 DOM), Noskova(1790 DOM), set off Sabalenka(2052);
QF French Open. Beats STRONG/ELITE regularly — genuinely higher-tier.
B Birrell: Eastbourne TITLE 6/21, then R1 Wimbledon vs Korneeva 6-3 0-6 6-2 (GRIND, 1d ago).
Real grass scalps: bt Krejcikova(1871), Pegula(1917). Capable but streaky.
FATIGUE
A: 1 match / 3 sets / 64min in 14d — FRESH.
B: 5 matches / 15 sets / 331min in 14d, back-to-back 2 — HEAVY.
Diff 267min (>60) → strong disadvantage to Birrell.
NARRATIVE
Let-down (B): won Eastbourne Final 6/21 (WEAK window, 11d) — title legs mostly recovered
but the 5-match grass grind since is the real drag.
Title recency (B): Eastbourne 11d ago (grass) — form is real, not the killer.
Venue: neutral, both fresh to Wimbledon this yr.
VERDICT — PASS
Model's Birrell "edge" rests on a stale ELO (0.361) that undervalues Cirstea's
run over Strong/Elite clay fields. Qualitative read flips it: Cirstea is fresher
(64 vs 331 min) and higher-ceiling. But 1.35 on A is too short to back with a GRIND
R1 behind her — no value either way. No bet.
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