Kei Nishikori vs Michael Zheng — prediction

Montreal

NISHIKORIWIN PROBABILITYZHENG

56%

model prob.

@2.90

odds · 34% impl.

⚔H2H 1–0 Nishikori◐Hard 46%📈Form 5/10

CONDITIONS OF THE MATCH◆ in the model◇ context

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◇

57%

Humid air: the ball loses some speed.

Wind◇

8 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)

›Recent form: 4/10 in recent matches

›Solid on Hard: 67% career on the surface

›More rested: 358d vs opponent's 29d

›Model 56% vs market 34% → the model sees it as MORE likely than the odds

WATCH FOR

!Returning from a long layoff (358d) — possible rustiness

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.

@1.79

fair odds

+62.2%

expected value

BREAKDOWN · MODEL ANALYSIS

The model makes Kei Nishikori the favorite with a 56% win probability, against Michael Zheng's 44% — a tight match, without a wide margin. Converted to odds, that probability is worth about @1.79; the offered odds are around @2.90 (a 34% implied), slightly above the market, so the model is a touch more optimistic.

Several factors explain the number: #65 vs #144 (better ranked); 4/10 in recent matches; 67% career on the surface; 358d vs opponent's 29d.

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. Watch out for: Returning from a long layoff (358d) — possible rustiness. This is informational analysis, not a betting recommendation. 18+ · play responsibly.

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The value read of Kei Nishikori vs Michael Zheng — fair odds, expected value, and the factor-by-factor breakdown.

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