MODEL PREDICTION · 2026-07-19

I. Buse vs V. Koprivaprediction

✓ Correct
BUSEWIN PROBABILITYKOPRIVA
61%
model prob.
@1.60
odds · 63% impl.
H2H 1–3 Buse🌡18° · 76% hum760 m altitudeRest 5d vs 6d🎾Serve 61%
THE MODEL'S REASONING

Ranking: #34 vs #64 (better ranked)

Recent form: 6/10 in recent matches

Head-to-head: 0-1 against

WATCH FOR

!Unfavorable head-to-head record (0-1)

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.
@1.63
fair odds
−2.1%
expected value
HOW EACH FACTOR MATTERS
Level (Elo/ranking)▸ Buse●●●
Buse leads every level metric: Elo 1913 vs 1845, ranking #34 vs #64, and baseline win rate 53% vs 49%.
Head-to-head▸ Kopriva●●●
Kopriva has won 3 of 4 meetings, including this year's 2026 ATP match and a 2024 ATP encounter.
Form▸ Buse●●
Buse is 6-4 over his last 10 with wins over Paul (2054 Elo) and Tsitsipas (1932); Kopriva is 4-6.
Serve/return▸ Kopriva●●
Kopriva serves better (63% vs 61%) but Buse returns better (33% vs 31%) — a near wash tilted slightly to Kopriva's serve.
Altitude▸ Kopriva
At 760m the thinner air speeds serves, favoring the stronger server: Kopriva's 63% service rate edges Buse's 61%.
Weather= Even
80% humidity and mild 17°C thicken the air on contact, dampening the altitude boost and lengthening rallies for both.
Rest= Even
Both are similarly rested — 5 vs 6 days since last match, one outing each in the last 14 days.
LEVEL GAP

On paper Buse is the stronger player across every structural metric: a 68-point Elo edge (1913 vs 1845), a 30-place ranking advantage (#34 vs #64), and a modest baseline win-rate edge of 53% vs 49%. These are the standard building blocks of a favorite tag, and they explain why the model gives Buse 61% here.

None of these gaps are enormous, though — a 4-point baseline edge and a two-figure Elo difference describe a moderate favorite, not a lopsided mismatch. That framing matters once the head-to-head record is factored in.

HEAD-TO-HEAD BURDEN

The series runs against the level gap: Kopriva has won 3 of their 4 meetings, including the most recent one earlier this year at ATP level and another ATP meeting in 2024. Buse's only win came at Challenger level in 2024, a lower tier than most of these encounters.

This pattern suggests Kopriva's game — or a specific tactical matchup — has repeatedly caused Buse trouble at the sport's highest tier they've shared, a signal that rankings alone do not capture.

SERVE AND CONDITIONS

The serve/return numbers are close to a wash: Kopriva serves at 63% against Buse's 61%, while Buse returns better at 33% versus Kopriva's 31%. Neither player holds a decisive statistical edge in these core skills.

The 760m altitude thins the air and speeds the ball, which mechanically favors the better server — a small nod to Kopriva's 63% mark. But 80% humidity works the other way, thickening the air on contact and lengthening rallies, which tends to blunt that same altitude boost for both players. The two conditions largely cancel out.

FORM AND RUST

Buse's recent form is the better of the two on raw record (6-4 vs 4-6) and includes wins over higher-Elo opponents (Paul at 2054, Tsitsipas at 1932), though both are on losing streaks (-2 and -3 respectively) heading into this match.

Rest is a non-factor: Buse has had 5 days off and Kopriva 6, with just one match apiece in the last two weeks. Nothing here should meaningfully swing a five-set contest.

VALUE READ

The model assigns Buse a 61% win probability, while the market — at 1.46 odds — implies 68%. That gap produces a -10.6% expected value on backing the favorite, meaning the price is richer than the model's own read of the match.

Being the higher-ranked, higher-Elo player does not automatically translate into betting value, and here it clearly does not: the model sees this match as closer than the market does, partly because of Kopriva's head-to-head edge and serve numbers. On the data provided, there is no value case for backing Buse at this price.

Impact and analysis from real match data (Elo, form, head-to-head, rest, surface vs baseline, weather, altitude). The model ≈ the market on average; the odds already capture almost all the edge. 18+ · gamble responsibly.

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