MODEL PREDICTION · 2026-08-23
HARD

M. Kecmanovic vs S. Shimabukuroprediction

Winston-Salem
✓ Correct
KECMANOVICWIN PROBABILITYSHIMABUKURO
59%
model prob.
@1.41
odds · 71% impl.
H2H 1–0 KecmanovicRest 8d vs 9dHard 47%🎾Serve 63%📈Form 3/10
CONDITIONS OF THE MATCHin the modelcontext
Surface
Hard

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

Temperature
29°C

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

Humidity
37%

Dry air: the ball travels normally.

Wind
10 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: #66 vs #90 (better ranked)

Recent form: 4/10 in recent matches

Head-to-head: 1-0 in favor

Model 59% vs market 71% → the model sees it as less likely than the odds

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.
@1.69
fair odds
−16.6%
expected value
BREAKDOWN · MODEL ANALYSIS

The model makes M. Kecmanovic the favorite with a 59% win probability, against S. Shimabukuro's 41% — a tight match, without a wide margin. Converted to odds, that probability is worth about @1.69; the offered odds are around @1.41 (a 71% implied), slightly below the market, so the model is a touch more cautious.

Several factors explain the number: #66 vs #90 (better ranked); 4/10 in recent matches; 1-0 in favor; model 59% vs market 71% → the model sees it as less likely than the odds.

Read it with perspective. Our probability is calibrated — when the model says 59%, 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 41 out of every 100 times Shimabukuro 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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