MODEL PREDICTION · 2026-08-12
HARD

E. Rybakina vs N. Osakaprediction

Toronto
RYBAKINAWIN PROBABILITYOSAKA
59%
model prob.
@1.87
odds · 53% impl.
H2H 2–0 RybakinaHard 78%🎾Serve 63%📈Form 8/10 · 8✓
CONDITIONS OF THE MATCHin the modelcontext
Surface
Hard

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

Temperature
23°C

Mild: neutral conditions.

Humidity
75%

Very humid air: the ball gets heavy and points stretch out.

Wind
7 km/h

Light wind: no noticeable effect.

Surface feeds the model (surface specialization is one of its factors). Weather and altitude are context we publish for you — they do NOT move the probability.

OUR MODEL'S REASONING

Ranking: #2 vs #13 (better ranked)

Recent form: 5/10 in recent matches

Solid on Hard: 73% career on the surface

More rested: 39d vs opponent's 11d

Model 59% vs market 53% → the model sees it as MORE likely than the odds

WATCH FOR

!Returning from a long layoff (39d) — possible rustiness

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.
@1.70
fair odds
+10.1%
expected value
BREAKDOWN · MODEL ANALYSIS

The model makes E. Rybakina the favorite with a 59% win probability, against N. Osaka's 41% — a tight match, without a wide margin. Converted to odds, that probability is worth about @1.70; the offered odds are around @1.87 (a 53% implied), slightly above the market, so the model is a touch more optimistic.

Several factors explain the number: #2 vs #13 (better ranked); 5/10 in recent matches; 73% career on the surface; 39d vs opponent's 11d.

Read it with perspective. Our probability is calibrated — when the model says 59%, 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 41 out of every 100 times Osaka 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. Watch out for: Returning from a long layoff (39d) — possible rustiness. This is informational analysis, not a betting recommendation. 18+ · play responsibly.

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