MODEL PREDICTION · 2026-09-23
● HARD

H. Gaston vs S. Shimabukuro — prediction

Hangzhou
✓ Correct
GASTONWIN PROBABILITYSHIMABUKURO
50%
model prob.
@1.99
odds · 50% impl.
⚔H2H 1–0 Gaston⏱Rest 24d vs 3d◐Hard 30%🎾Serve 61%📈Form 5/10
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◇
50%

Dry air: the ball travels normally.

Wind◇
10 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: #97 vs #93

›Head-to-head: 1-0 in favor

›Recent form: 5/10 in recent matches

›More rested: 24d vs opponent's 3d

WATCH FOR

!Returning from a long layoff (24d) — possible rustiness

Calibrated model probability (~65% out-of-sample accuracy). Not a guarantee: the model ≈ the market on average, so the odds already capture almost all the edge. 18+ · gamble responsibly.
@1.99
fair odds
−0.1%
expected value
BREAKDOWN · MODEL ANALYSIS

The model makes H. Gaston the favorite with a 50% win probability, against S. Shimabukuro's 50% — a tight match, without a wide margin. Converted to odds, that probability is worth about @1.99; the offered odds are around @1.99 (a 50% implied), virtually the same as what the market prices in.

Several factors explain the number: #97 vs #93; 1-0 in favor; 5/10 in recent matches; 24d vs opponent's 3d.

Read it with perspective. Our probability is calibrated — when the model says 50%, that outcome happens roughly that percentage of the time, with ~65% out-of-sample accuracy — but being the favorite is not being the winner: roughly 50 out of every 100 times Shimabukuro 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. Watch out for: Returning from a long layoff (24d) — possible rustiness. This is informational analysis, not a betting recommendation. 18+ · play responsibly.

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