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MODEL PREDICTION · 2026-08-08
HARD

J. Pegula vs D. Shnaiderprediction

Toronto
✗ Missed
PEGULAWIN PROBABILITYSHNAIDER
72%
model prob.
@1.43
odds · 70% impl.
H2H 4–0 PegulaHard 75%🎾Serve 62%📈Form 7/10 · 2✓
CONDITIONS OF THE MATCHin the modelcontext
Surface
Hard

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

Temperature
26°C

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

Humidity
78%

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

Wind
19 km/h

Some wind: makes baseline control harder.

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: #3 vs #18 (better ranked)

Recent form: 7/10 in recent matches

Head-to-head: 4-0 in favor

Solid on Hard: 72% career on the surface

Match-sharp: 4 matches in the last 2 weeks

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.
@1.39
fair odds
+3.1%
expected value
BREAKDOWN · MODEL ANALYSIS

The model makes J. Pegula the favorite with a 72% win probability, against D. Shnaider's 28% — a solid favorite, though Shnaider keeps real chances. Converted to odds, that probability is worth about @1.39; the offered odds are around @1.43 (a 70% implied), virtually the same as what the market prices in.

Several factors explain the number: #3 vs #18 (better ranked); 7/10 in recent matches; 4-0 in favor; 72% career on the surface.

Read it with perspective. Our probability is calibrated — when the model says 72%, 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 28 out of every 100 times Shnaider 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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