MODEL PREDICTION · 2026-10-02
● HARD

N. Bartunkova vs M. Frech — prediction

Beijing
✓ Correct
BARTUNKOVAWIN PROBABILITYFRECH
57%
model prob.
@1.65
odds · 61% impl.
⚔H2H 3–0 Bartunkova⏱Rest 27d vs 2d◐Hard 60%🎾Serve 60%📈Form 8/10 · 2✓
CONDITIONS OF THE MATCH◆ in the model◇ context
Surface◆
Hard

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

Temperature◇
21°C

Mild: neutral conditions.

Humidity◇
29%

Very dry air: the ball travels faster.

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: #34 vs #48 (better ranked)

›Head-to-head: 1-0 in favor

›Recent form: 8/10 in recent matches

›On a streak: 2 wins in a row

›More rested: 27d vs opponent's 2d

WATCH FOR

!Returning from a long layoff (27d) — 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
−5.7%
expected value
BREAKDOWN · MODEL ANALYSIS

The model makes N. Bartunkova the favorite with a 57% win probability, against M. Frech's 43% — a tight match, without a wide margin. Converted to odds, that probability is worth about @1.75; the offered odds are around @1.65 (a 61% implied), slightly below the market, so the model is a touch more cautious.

Several factors explain the number: #34 vs #48 (better ranked); 1-0 in favor; 8/10 in recent matches; 2 wins in a row.

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 Frech 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 (27d) — possible rustiness. This is informational analysis, not a betting recommendation. 18+ · play responsibly.

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