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MODEL PREDICTION · 2026-09-04
HARD

S. Cirstea vs J. Paoliniprediction

CIRSTEAWIN PROBABILITYPAOLINI
53%
model prob.
@1.53
odds · 65% impl.
H2H 0–3 CirsteaHard 65%🎾Serve 58%📈Form 6/10 · 2✓
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
43%

Dry air: the ball travels normally.

Wind
19 km/h

Some wind: makes baseline control harder.

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: #17 vs #21 (better ranked)

Head-to-head: 0-3 against

Model 53% vs market 65% → the model sees it as less likely than the odds

Recent form: 6/10 in recent matches

On a streak: 2 wins in a row

WATCH FOR

!Unfavorable head-to-head record (0-3)

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.
@1.90
fair odds
−19.6%
expected value
BREAKDOWN · MODEL ANALYSIS

The model makes S. Cirstea the favorite with a 53% win probability, against J. Paolini's 47% — a tight match, without a wide margin. Converted to odds, that probability is worth about @1.90; the offered odds are around @1.53 (a 65% implied), slightly below the market, so the model is a touch more cautious.

Several factors explain the number: #17 vs #21 (better ranked); 0-3 against; model 53% vs market 65% → 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 ~64% out-of-sample accuracy — but being the favorite is not being the winner: roughly 47 out of every 100 times Paolini 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: Unfavorable head-to-head record (0-3). This is informational analysis, not a betting recommendation. 18+ · play responsibly.

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