MODEL PREDICTION · 2026-07-16
CLAY

M. Arnaldi vs D. Dzumhurprediction

Umag
✗ Missed
ARNALDIWIN PROBABILITYDZUMHUR
68%
model prob.
@1.50
odds · 67% impl.
H2H 1–0 Arnaldi🎾Serve 62%📈Form 7/10
CONDITIONS OF THE MATCHin the modelcontext
Surface
Clay

Slow court, high bounce: longer points, rewards whoever holds up from the baseline.

Temperature
30°C

Strong heat: warm air speeds the ball up and physical wear tells in long matches.

Humidity
66%

Humid air: the ball loses some speed.

Wind
14 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: #35 vs #105 (better ranked)

Head-to-head: 1-0 in favor

Recent form: 7/10 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.
@1.46
fair odds
+2.5%
expected value
HOW EACH FACTOR MATTERS
Level (Elo/ranking)▸ Arnaldi●●●
Arnaldi's 1909 Elo and #35 ranking dwarf Dzumhur's 1798/#105, producing the model's 45% vs 38% baseline edge.
Form▸ Arnaldi●●●
Arnaldi is 7-3 in his last 10 with wins over Tiafoe (2031) and Collignon (2015); Dzumhur is 5-5 with a weaker win over Svajda (1908).
Serve/return= Even●●
Arnaldi serves slightly better (62% vs 59%), but Dzumhur's 45% return outpaces Arnaldi's 36%, keeping break chances live on both serves.
Rest▸ Arnaldi●●
Dzumhur played 4 matches in the last 14 days versus Arnaldi's 1, adding fatigue risk despite both having 1 day of rest.
Weather▸ Arnaldi
Heavy heat and humidity (30°C, 65%) raise physical strain, compounding Dzumhur's heavier recent match load.
Head-to-head▸ Arnaldi
Arnaldi won the only prior meeting in 2025, a small but concrete edge supporting the model's lean.
CLASS GAP

Arnaldi's Elo of 1909 versus Dzumhur's 1798, paired with a #35 to #105 ranking gap, sets the foundation for the model's baseline probabilities of 45% and 38%. This gap, reinforced by Arnaldi's +71 ranking trend against Dzumhur's -18, is the single largest driver of the 68% favorite probability.

SERVE AND RETURN BATTLE

Arnaldi's 62% serve-points-won rate edges out Dzumhur's 59%, giving him a marginal advantage when serving. However, Dzumhur's 45% return rate is notably sharper than Arnaldi's 36%, meaning Dzumhur is more likely to create break chances than the ranking gap alone would suggest — this keeps individual games closer than the overall probability implies.

FORM AND FATIGUE

Arnaldi's 7-3 run over his last 10 matches, capped by wins against the higher-rated Tiafoe (2031) and Collignon (2015), points to a player in strong form. Dzumhur's 5-5 stretch, with only a win over Svajda (1908) as a highlight, is comparatively modest.

Physically, Dzumhur has logged four matches in the last 14 days against Arnaldi's one, and Umag's heat (30°C, 65% humidity) adds real strain to that heavier workload, a factor that could show up in the closing stages if the match runs long.

HEAD TO HEAD

The pair has met once, with Arnaldi winning in 2025. It's a limited sample, but it's a real data point that aligns with — and mildly reinforces — the model's overall lean toward the favorite.

VALUE READ

The model's 68% probability for Arnaldi sits just one point above the market-implied 67% at odds of 1.50, yielding an expected value of 2.5%. That is a real but narrow edge — this looks like a fairly priced favorite rather than a clear market inefficiency, and bettors should treat the projection as confirming Arnaldi's favorite status without expecting outsized value.

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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