MODEL PREDICTION · 2026-08-03
● HARD
E. Cocciaretto vs T. Gibson — prediction
Toronto
COCCIARETTOWIN PROBABILITYGIBSON
52%
model prob.
@1.67
odds · 60% impl.
⏱Rest 3d vs 7d◐Hard 50%🎾Serve 57%📈Form 4/10
CONDITIONS OF THE MATCH◆ in the model◇ context
Surface◆
Hard
Consistent bounce, medium-fast: neutral conditions, no style favored.
Temperature◇
23°C
Mild: neutral conditions.
Humidity◇
52%
Dry air: the ball travels normally.
Wind◇
17 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: #71 vs #72 (better ranked)
›Recent form: 4/10 in recent matches
›Match-sharp: 3 matches in the last 2 weeks
›Model 52% vs market 60% → the model sees it as less 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.