MODEL PREDICTION · 2026-08-05
HARD

E. Rybakina vs D. Kasatkinaprediction

Toronto
✓ Correct
RYBAKINAWIN PROBABILITYKASATKINA
82%
model prob.
@1.13
odds · 88% impl.
Hard 78%🎾Serve 64%
CONDITIONS OF THE MATCHin the modelcontext
Surface
Hard

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

Temperature
28°C

Warm: the ball flies a little more and fitness counts.

Humidity
44%

Dry air: the ball travels normally.

Wind
12 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 #61 (better ranked)

Recent form: 5/10 in recent matches

Head-to-head: 3-2 in favor

Solid on Hard: 73% career on the surface

More rested: 32d vs opponent's 8d

Model 82% vs market 88% → the model sees it as less likely than the odds

WATCH FOR

!Returning from a long layoff (32d) — 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.
@1.23
fair odds
−7.9%
expected value
BREAKDOWN · MODEL ANALYSIS

The model makes E. Rybakina the favorite with a 82% win probability, against D. Kasatkina's 18% — a conviction read: the model sees the match clearly leaning one way. Converted to odds, that probability is worth about @1.23; the offered odds are around @1.13 (a 88% implied), slightly below the market, so the model is a touch more cautious.

Several factors explain the number: #2 vs #61 (better ranked); 5/10 in recent matches; 3-2 in favor; 73% career on the surface.

Read it with perspective. Our probability is calibrated — when the model says 82%, 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 18 out of every 100 times Kasatkina 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 (32d) — possible rustiness. This is informational analysis, not a betting recommendation. 18+ · play responsibly.

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