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MODEL PREDICTION · 2026-08-26
HARD

K. Swan vs M. Stoianaprediction

✗ Missed
SWANWIN PROBABILITYSTOIANA
57%
model prob.
@2.71
odds · 37% impl.
🎾Serve 65%📈Form 2/10
CONDITIONS OF THE MATCHin the modelcontext
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
49%

Dry air: the ball travels normally.

Wind
12 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: #206 vs #122

Recent form: 4/10 in recent matches

More rested: 55d vs opponent's 12d

Model 57% vs market 37% → the model sees it as MORE likely than the odds

WATCH FOR

!Returning from a long layoff (55d) — possible rustiness

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.
@1.75
fair odds
+54.7%
expected value
BREAKDOWN · MODEL ANALYSIS

The model makes K. Swan the favorite with a 57% win probability, against M. Stoiana's 43% — a tight match, without a wide margin. Converted to odds, that probability is worth about @1.75; the offered odds are around @2.71 (a 37% implied), slightly above the market, so the model is a touch more optimistic.

Several factors explain the number: #206 vs #122; 4/10 in recent matches; 55d vs opponent's 12d; model 57% vs market 37% → the model sees it as more likely than the odds.

Read it with perspective. Our probability is calibrated — when the model says 57%, 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 43 out of every 100 times Stoiana 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 (55d) — possible rustiness. This is informational analysis, not a betting recommendation. 18+ · play responsibly.

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