E. Alexandrova vs T. Gibson — prediction

Toronto

ALEXANDROVAWIN PROBABILITYGIBSON

64%

model prob.

@1.69

odds · 59% impl.

⚔H2H 0–1 Alexandrova◐Hard 55%🎾Serve 59%📈Form 5/10

CONDITIONS OF THE MATCH◆ in the model◇ context

Surface◆

Hard

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

Temperature◇

28°C

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

Humidity◇

59%

Humid air: the ball loses some speed.

Wind◇

13 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: #19 vs #72 (better ranked)

›Recent form: 4/10 in recent matches

›Head-to-head: 0-1 against

›More rested: 34d vs opponent's 10d

›Model 64% vs market 59% → the model sees it as MORE likely than the odds

WATCH FOR

!Returning from a long layoff (34d) — possible rustiness

!Unfavorable head-to-head record (0-1)

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.

@1.55

fair odds

+9.0%

expected value

BREAKDOWN · MODEL ANALYSIS

The model makes E. Alexandrova the favorite with a 64% win probability, against T. Gibson's 36% — a solid favorite, though Gibson keeps real chances. Converted to odds, that probability is worth about @1.55; the offered odds are around @1.69 (a 59% implied), slightly above the market, so the model is a touch more optimistic.

Several factors explain the number: #19 vs #72 (better ranked); 4/10 in recent matches; 0-1 against; 34d vs opponent's 10d.

Read it with perspective. Our probability is calibrated — when the model says 64%, 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 36 out of every 100 times Gibson 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 (34d) — possible rustiness; Unfavorable head-to-head record (0-1). This is informational analysis, not a betting recommendation. 18+ · play responsibly.

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The value read of E. Alexandrova vs T. Gibson — fair odds, expected value, and the factor-by-factor breakdown.

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