I. Swiatek vs D. Shnaider — prediction

Toronto

Result pending

SWIATEKWIN PROBABILITYSHNAIDER

69%

model prob.

@1.33

odds · 75% impl.

⚔H2H 1–0 Swiatek◐Hard 75%🎾Serve 59%📈Form 7/10 · 3✓

CONDITIONS OF THE MATCH◆ in the model◇ context

Surface◆

Hard

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

Temperature◇

25°C

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

Humidity◇

86%

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

Wind◇

15 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: #3 vs #18 (better ranked)

›Recent form: 6/10 in recent matches

›Head-to-head: 1-0 in favor

›Solid on Hard: 78% career on the surface

›More rested: 37d vs opponent's 9d

›Model 69% vs market 75% → the model sees it as less likely than the odds

WATCH FOR

!Returning from a long layoff (37d) — 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.

@1.45

fair odds

−8.1%

expected value

BREAKDOWN · MODEL ANALYSIS

The model makes I. Swiatek the favorite with a 69% win probability, against D. Shnaider's 31% — a solid favorite, though Shnaider keeps real chances. Converted to odds, that probability is worth about @1.45; the offered odds are around @1.33 (a 75% implied), slightly below the market, so the model is a touch more cautious.

Several factors explain the number: #3 vs #18 (better ranked); 6/10 in recent matches; 1-0 in favor; 78% career on the surface.

Read it with perspective. Our probability is calibrated — when the model says 69%, 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 31 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. Watch out for: Returning from a long layoff (37d) — possible rustiness. This is informational analysis, not a betting recommendation. 18+ · play responsibly.

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