MODEL PREDICTION · 2026-08-31
● HARD
M. Chwalinska vs T. Townsend — prediction
CHWALINSKAWIN PROBABILITYTOWNSEND
51%
model prob.
@2.95
odds · 34% impl.
⏱Rest 4d vs 15d◐Hard 38%🎾Serve 52%📈Form 5/10 · 2✗
CONDITIONS OF THE MATCH◆ in the model◇ context
Surface◆
Hard
Consistent bounce, medium-fast: neutral conditions, no style favored.
Temperature◇
24°C
Warm: the ball flies a little more and fitness counts.
Humidity◇
75%
Very humid air: the ball gets heavy and points stretch out.
Wind◇
9 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: #22 vs #96 (better ranked)
›Model 51% vs market 34% → the model sees it as MORE likely than the odds
›Recent form: 5/10 in recent matches
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.