MODEL PREDICTION · 2026-08-12
● HARD

C. Liu vs S. Kraus — prediction

✗ Missed
LIUWIN PROBABILITYKRAUS
56%
model prob.
@1.65
odds · 61% impl.
⚔H2H 0–1 Liu◐Hard 33%🎾Serve 60%📈Form 7/10
CONDITIONS OF THE MATCH◆ in the model◇ context
Surface◆
Hard

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

Temperature◇
22°C

Mild: neutral conditions.

Humidity◇
87%

Very humid air: the ball gets heavy and points stretch out.

Wind◇
16 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: #116 vs #81

›Recent form: 7/10 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.
@1.79
fair odds
−7.9%
expected value
BREAKDOWN · MODEL ANALYSIS

The model makes C. Liu the favorite with a 56% win probability, against S. Kraus's 44% — a tight match, without a wide margin. Converted to odds, that probability is worth about @1.79; the offered odds are around @1.65 (a 61% implied), slightly below the market, so the model is a touch more cautious.

Several factors explain the number: #116 vs #81; 7/10 in recent matches.

Read it with perspective. Our probability is calibrated — when the model says 56%, 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 44 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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