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MODEL PREDICTION · 2026-08-22
● HARD

D. Vidmanova vs C. Werner — prediction

Monterrey
✓ Correct
VIDMANOVAWIN PROBABILITYWERNER
69%
model prob.
@1.13
odds · 88% impl.
⏱Rest 9d vs 25d◐Hard 50%🎾Serve 59%📈Form 6/10 · 2✗
CONDITIONS OF THE MATCH◆ in the model◇ context
Surface◆
Hard

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

Temperature◇
36°C

Strong heat: warm air speeds the ball up and physical wear tells in long matches.

Humidity◇
22%

Very dry air: the ball travels faster.

Wind◇
23 km/h

Some wind: makes baseline control harder.

Altitude◇
540 m

Moderate altitude: the ball flies a little more than at sea level.

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: #88 vs #287 (better ranked)

›Hard specialist: performs +8% above baseline (50% career on the surface)

›Model 69% vs market 88% → the model sees it as less likely than the odds

›Recent form: 6/10 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.
@1.44
fair odds
−21.7%
expected value
BREAKDOWN · MODEL ANALYSIS

The model makes D. Vidmanova the favorite with a 69% win probability, against C. Werner's 31% — a solid favorite, though Werner keeps real chances. Converted to odds, that probability is worth about @1.44; the offered odds are around @1.13 (a 88% implied), slightly below the market, so the model is a touch more cautious.

Several factors explain the number: #88 vs #287 (better ranked); performs +8% above baseline (50% career on the surface); model 69% vs market 88% → the model sees it as less likely than the odds; 6/10 in recent matches.

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 Werner 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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