MODEL PREDICTION · 2026-08-25
HARD

L. Sonego vs A. Mannarinoprediction

Winston-Salem
✓ Correct
SONEGOWIN PROBABILITYMANNARINO
53%
model prob.
@1.61
odds · 62% impl.
H2H 2–3 SonegoRest 1d vs 12dHard 48%🎾Serve 69%📈Form 6/10
CONDITIONS OF THE MATCHin the modelcontext
Surface
Hard

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

Temperature
29°C

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

Humidity
39%

Dry air: the ball travels normally.

Wind
5 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: #91 vs #67

Head-to-head: 2-2 even

Model 53% vs market 62% → the model sees it as less likely than the odds

Recent form: 6/10 in recent matches

Match-sharp: 3 matches in the last 2 weeks

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.
@1.89
fair odds
−14.9%
expected value
BREAKDOWN · MODEL ANALYSIS

The model makes L. Sonego the favorite with a 53% win probability, against A. Mannarino's 47% — a tight match, without a wide margin. Converted to odds, that probability is worth about @1.89; the offered odds are around @1.61 (a 62% implied), slightly below the market, so the model is a touch more cautious.

Several factors explain the number: #91 vs #67; 2-2 even; model 53% vs market 62% → the model sees it as less likely than the odds; 6/10 in recent matches.

Read it with perspective. Our probability is calibrated — when the model says 53%, 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 47 out of every 100 times Mannarino 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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