MODEL PREDICTION · 2026-08-01
HARD

M. Giron vs P. Llamas Ruizprediction

Montreal
✓ Correct
GIRONWIN PROBABILITYRUIZ
50%
model prob.
@1.37
odds · 73% impl.
Rest 4d vs 3d🎾Serve 67%📈Form 5/10
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
55%

Humid air: the ball loses some speed.

Wind
12 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: #92 vs #119 (better ranked)

Model 50% vs market 73% → the model sees it as less likely than the odds

Recent form: 5/10 in recent matches

Match-sharp: 3 matches in the last 2 weeks

Calibrated model probability (~65% out-of-sample accuracy). Not a guarantee: the model ≈ the market on average, so the odds already capture almost all the edge. 18+ · gamble responsibly.
@1.98
fair odds
−30.9%
expected value
BREAKDOWN · MODEL ANALYSIS

The model makes M. Giron the favorite with a 50% win probability, against P. Llamas Ruiz's 50% — a tight match, without a wide margin. Converted to odds, that probability is worth about @1.98; the offered odds are around @1.37 (a 73% implied), slightly below the market, so the model is a touch more cautious.

Several factors explain the number: #92 vs #119 (better ranked); model 50% vs market 73% → the model sees it as less likely than the odds; 5/10 in recent matches; 3 matches in the last 2 weeks.

Read it with perspective. Our probability is calibrated — when the model says 50%, that outcome happens roughly that percentage of the time, with ~65% out-of-sample accuracy — but being the favorite is not being the winner: roughly 50 out of every 100 times Ruiz 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. This is informational analysis, not a betting recommendation. 18+ · play responsibly.

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