MODEL PREDICTION · 2026-08-16
● HARD

A. Li vs S. Zhang — prediction

✓ Correct
LIWIN PROBABILITYZHANG
55%
model prob.
@1.67
odds · 60% impl.
⚔H2H 3–0 Li⏱Rest 9d vs 1d◐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◇
31°C

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

Humidity◇
60%

Humid air: the ball loses some speed.

Wind◇
13 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: #29 vs #54 (better ranked)

›Head-to-head: 3-0 in favor

›Recent form: 4/10 in recent matches

›More rested: 9d vs opponent's 1d

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.
@1.80
fair odds
−7.4%
expected value
BREAKDOWN · MODEL ANALYSIS

The model makes A. Li the favorite with a 55% win probability, against S. Zhang's 45% — a tight match, without a wide margin. Converted to odds, that probability is worth about @1.80; the offered odds are around @1.67 (a 60% implied), slightly below the market, so the model is a touch more cautious.

Several factors explain the number: #29 vs #54 (better ranked); 3-0 in favor; 4/10 in recent matches; 9d vs opponent's 1d.

Read it with perspective. Our probability is calibrated — when the model says 55%, 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 45 out of every 100 times Zhang 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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