MODEL PREDICTION · 2026-08-04
HARD

A. Potapova vs G. Ruseprediction

Toronto
✓ Correct
POTAPOVAWIN PROBABILITYRUSE
84%
model prob.
@1.84
odds · 54% impl.
Rest 5d vs 1dHard 55%🎾Serve 56%📈Form 6/10
CONDITIONS OF THE MATCHin the modelcontext
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
50%

Dry air: the ball travels normally.

Wind
13 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: #27 vs #69 (better ranked)

Recent form: 6/10 in recent matches

Model 84% vs market 54% → the model sees it as MORE likely than the odds

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.
@1.18
fair odds
+55.4%
expected value
BREAKDOWN · MODEL ANALYSIS

The model makes A. Potapova the favorite with a 84% win probability, against G. Ruse's 16% — a conviction read: the model sees the match clearly leaning one way. Converted to odds, that probability is worth about @1.18; the offered odds are around @1.84 (a 54% implied), slightly above the market, so the model is a touch more optimistic.

Several factors explain the number: #27 vs #69 (better ranked); 6/10 in recent matches; model 84% vs market 54% → the model sees it as more likely than the odds.

Read it with perspective. Our probability is calibrated — when the model says 84%, 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 16 out of every 100 times Ruse 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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