MODEL PREDICTION · 2026-08-31
HARD

K. Muchova vs S. Krausprediction

MUCHOVAWIN PROBABILITYKRAUS
90%
model prob.
@1.11
odds · 90% impl.
Hard 71%🎾Serve 67%
CONDITIONS OF THE MATCHin the modelcontext
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: #7 vs #90 (better ranked)

Solid on Hard: 72% career on the surface

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.
@1.12
fair odds
−0.5%
expected value
BREAKDOWN · MODEL ANALYSIS

The model makes K. Muchova the favorite with a 90% win probability, against S. Kraus's 10% — a conviction read: the model sees the match clearly leaning one way. Converted to odds, that probability is worth about @1.12; the offered odds are around @1.11 (a 90% implied), virtually the same as what the market prices in.

Several factors explain the number: #7 vs #90 (better ranked); 72% career on the surface.

Read it with perspective. Our probability is calibrated — when the model says 90%, 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 10 out of every 100 times Kraus 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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