C. Gauff vs M. Kostyuk — prediction

Cincinnati

GAUFFWIN PROBABILITYKOSTYUK

63%

model prob.

@1.74

odds · 57% impl.

⚔H2H 5–2 Gauff◐Hard 72%🎾Serve 62%📈Form 8/10 · 8✓

CONDITIONS OF THE MATCH◆ in the model◇ context

Surface◆

Hard

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

Temperature◇

27°C

Warm: the ball flies a little more and fitness counts.

Humidity◇

62%

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: #4 vs #11 (better ranked)

›Recent form: 8/10 in recent matches

›Head-to-head: 3-2 in favor

›Solid on Hard: 71% career on the surface

›Match-sharp: 3 matches in the last 2 weeks

›Model 63% vs market 57% → the model sees it as MORE likely than the odds

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.

@1.59

fair odds

+9.6%

expected value

BREAKDOWN · MODEL ANALYSIS

The model makes C. Gauff the favorite with a 63% win probability, against M. Kostyuk's 37% — a solid favorite, though Kostyuk keeps real chances. Converted to odds, that probability is worth about @1.59; the offered odds are around @1.74 (a 57% implied), slightly above the market, so the model is a touch more optimistic.

Several factors explain the number: #4 vs #11 (better ranked); 8/10 in recent matches; 3-2 in favor; 71% career on the surface.

Read it with perspective. Our probability is calibrated — when the model says 63%, 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 37 out of every 100 times Kostyuk 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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The value read of C. Gauff vs M. Kostyuk — fair odds, expected value, and the factor-by-factor breakdown.

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