MODEL PREDICTION · 2026-08-01
HARD

S. Shimabukuro vs N. Budkov Kjaerprediction

Montreal
✓ Correct
SHIMABUKUROWIN PROBABILITYKJAER
56%
model prob.
@1.68
odds · 60% impl.
Rest 3d vs 11d🎾Serve 67%📈Form 5/10 · 3✗
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: #90 vs #118 (better ranked)

Recent form: 5/10 in recent matches

WATCH FOR

!Coming off 3 losses in a row

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.
@1.77
fair odds
−5.3%
expected value
BREAKDOWN · MODEL ANALYSIS

The model makes S. Shimabukuro the favorite with a 56% win probability, against N. Budkov Kjaer's 44% — a tight match, without a wide margin. Converted to odds, that probability is worth about @1.77; the offered odds are around @1.68 (a 60% implied), slightly below the market, so the model is a touch more cautious.

Several factors explain the number: #90 vs #118 (better ranked); 5/10 in recent matches.

Read it with perspective. Our probability is calibrated — when the model says 56%, 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 44 out of every 100 times Kjaer 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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