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MODEL PREDICTION · 2026-08-08
HARD

E. Rybakina vs L. Samsonovaprediction

Toronto
Result pending
RYBAKINAWIN PROBABILITYSAMSONOVA
81%
model prob.
@1.28
odds · 78% impl.
H2H 2–4 RybakinaHard 78%🎾Serve 64%📈Form 6/10 · 2✓
CONDITIONS OF THE MATCHin the modelcontext
Surface
Hard

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

Temperature
26°C

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

Humidity
78%

Very humid air: the ball gets heavy and points stretch out.

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: #2 vs #70 (better ranked)

Recent form: 5/10 in recent matches

Head-to-head: 2-4 against

Solid on Hard: 73% career on the surface

More rested: 35d vs opponent's 8d

WATCH FOR

!Returning from a long layoff (35d) — possible rustiness

!Unfavorable head-to-head record (2-4)

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.
@1.24
fair odds
+3.1%
expected value
BREAKDOWN · MODEL ANALYSIS

The model makes E. Rybakina the favorite with a 81% win probability, against L. Samsonova's 19% — a conviction read: the model sees the match clearly leaning one way. Converted to odds, that probability is worth about @1.24; the offered odds are around @1.28 (a 78% implied), slightly above the market, so the model is a touch more optimistic.

Several factors explain the number: #2 vs #70 (better ranked); 5/10 in recent matches; 2-4 against; 73% career on the surface.

Read it with perspective. Our probability is calibrated — when the model says 81%, 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 19 out of every 100 times Samsonova 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 (35d) — possible rustiness; Unfavorable head-to-head record (2-4). This is informational analysis, not a betting recommendation. 18+ · play responsibly.

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