MODEL PREDICTION · 2026-10-04
● HARD

D. Shnaider vs E. Alexandrova — prediction

Beijing
✗ Missed
SHNAIDERWIN PROBABILITYALEXANDROVA
63%
model prob.
@1.45
odds · 69% impl.
⚔H2H 1–2 Shnaider◐Hard 54%🎾Serve 60%📈Form 7/10
CONDITIONS OF THE MATCH◆ in the model◇ context
Surface◆
Hard

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

Temperature◇
20°C

Mild: neutral conditions.

Humidity◇
23%

Very dry air: the ball travels faster.

Wind◇
20 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: #14 vs #28 (better ranked)

›Head-to-head: 1-2 against

›Model 63% vs market 69% → the model sees it as less likely than the odds

›Recent form: 7/10 in recent matches

WATCH FOR

!Unfavorable head-to-head record (1-2)

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
−9.0%
expected value
BREAKDOWN · MODEL ANALYSIS

The model makes D. Shnaider the favorite with a 63% win probability, against E. Alexandrova's 37% — a solid favorite, though Alexandrova keeps real chances. Converted to odds, that probability is worth about @1.59; the offered odds are around @1.45 (a 69% implied), slightly below the market, so the model is a touch more cautious.

Several factors explain the number: #14 vs #28 (better ranked); 1-2 against; model 63% vs market 69% → the model sees it as less likely than the odds; 7/10 in recent matches.

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 Alexandrova 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 (1-2). This is informational analysis, not a betting recommendation. 18+ · play responsibly.

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