MODEL PREDICTION · 2026-09-02
HARD

E. Alexandrova vs K. Birrellprediction

ALEXANDROVAWIN PROBABILITYBIRRELL
71%
model prob.
@1.26
odds · 79% impl.
H2H 1–0 AlexandrovaRest 3d vs 2dHard 55%🎾Serve 59%📈Form 6/10
CONDITIONS OF THE MATCHin the modelcontext
Surface
Hard

Consistent bounce, medium-fast: neutral conditions, no style favored.

Surface feeds the model — surface specialization is one of its factors.

OUR MODEL'S REASONING

Ranking: #19 vs #71 (better ranked)

Head-to-head: 1-0 in favor

Model 71% vs market 79% → the model sees it as less likely than the odds

Recent form: 6/10 in recent matches

Calibrated model probability (~64% out-of-sample accuracy, validated specifically on WTA). Not a guarantee: the model ≈ the market on average, so the odds already capture almost all the edge. 18+ · gamble responsibly.
@1.41
fair odds
−10.8%
expected value
BREAKDOWN · MODEL ANALYSIS

The model makes E. Alexandrova the favorite with a 71% win probability, against K. Birrell's 29% — a solid favorite, though Birrell keeps real chances. Converted to odds, that probability is worth about @1.41; the offered odds are around @1.26 (a 79% implied), slightly below the market, so the model is a touch more cautious.

Several factors explain the number: #19 vs #71 (better ranked); 1-0 in favor; model 71% vs market 79% → the model sees it as less likely than the odds; 6/10 in recent matches.

Read it with perspective. Our probability is calibrated — when the model says 71%, that outcome happens roughly that percentage of the time, with ~64% out-of-sample accuracy — but being the favorite is not being the winner: roughly 29 out of every 100 times Birrell wins. The model also tends to agree with the market, so the odds already capture almost all the edge: don't take it as a sure value. This is informational analysis, not a betting recommendation. 18+ · play responsibly.

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