MODEL PREDICTION · 2026-08-02
HARD

J. Bouzas Maneiro vs A. Arseneaultprediction

Toronto
✓ Correct
MANEIROWIN PROBABILITYARSENEAULT
81%
model prob.
@1.11
odds · 90% impl.
Rest 13d vs 3dHard 39%🎾Serve 55%📈Form 4/10 · 4✗
CONDITIONS OF THE MATCHin the modelcontext
Surface
Hard

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

Temperature
21°C

Mild: neutral conditions.

Humidity
95%

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

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: #59 vs #515 (better ranked)

Recent form: 4/10 in recent matches

Model 81% vs market 90% → the model sees it as less likely than the odds

WATCH FOR

!Coming off 3 losses in a row

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.
@1.23
fair odds
−9.9%
expected value
BREAKDOWN · MODEL ANALYSIS

The model makes J. Bouzas Maneiro the favorite with a 81% win probability, against A. Arseneault's 19% — a conviction read: the model sees the match clearly leaning one way. Converted to odds, that probability is worth about @1.23; the offered odds are around @1.11 (a 90% implied), slightly below the market, so the model is a touch more cautious.

Several factors explain the number: #59 vs #515 (better ranked); 4/10 in recent matches; model 81% vs market 90% → the model sees it as less likely than the odds.

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 Arseneault 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: Coming off 3 losses in a row. This is informational analysis, not a betting recommendation. 18+ · play responsibly.

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