MODEL PREDICTION · 2026-08-01
HARD

K. Nishikori vs M. Zhengprediction

Montreal
✗ Missed
NISHIKORIWIN PROBABILITYZHENG
56%
model prob.
@2.67
odds · 37% impl.
H2H 1–0 Nishikori📈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: #65 vs #144 (better ranked)

Model 56% vs market 37% → the model sees it as MORE likely than the odds

Recent form: 5/10 in recent matches

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
+50.8%
expected value
BREAKDOWN · MODEL ANALYSIS

The model makes K. Nishikori the favorite with a 56% win probability, against M. Zheng's 44% — a tight match, without a wide margin. Converted to odds, that probability is worth about @1.77; the offered odds are around @2.67 (a 37% implied), slightly above the market, so the model is a touch more optimistic.

Several factors explain the number: #65 vs #144 (better ranked); model 56% vs market 37% → the model sees it as more likely than the odds; 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 Zheng 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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