Umag Croatia Clay Atp 250 Quarterfinals

Damir Dzumhur vs Matteo Arnaldi: AI Prediction | Games, Spread, Aces & Double Faults

Damir Dzumhur

Rank: #105
44%
VS

Matteo Arnaldi

Rank: #34
56%
Expected Total Games: 24.1
Predicted Winner: Matteo Arnaldi

Why the Model Favors Matteo Arnaldi

The factors that drove this prediction, measured in win-probability points.

Recent form +5.1 Damir Dzumhur
Age +3.4 Matteo Arnaldi
Serve & return game +3.2 Damir Dzumhur
Overall strength +2.2 Matteo Arnaldi
Recent record by level +2.1 Matteo Arnaldi

Starting from an even matchup, these factors move the model to 56% for Matteo Arnaldi. Computed with gradient-based attribution on our neural network — not editorial opinion. How to read this →

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Player Metrics

Damir Dzumhur

Form Index: 35.5
ELO Rating: 1547.7
Glicko2 Rating: 1568.8
Current Fatigue (minutes): 176.0
Surface Strength:
Hard: 14.7
Clay: 15.6
Grass: 4.8
Serve Rating: 95.5
Return Rating: 95.1

Matteo Arnaldi

Form Index: 55.3
ELO Rating: 1736.1
Glicko2 Rating: 1692.4
Current Fatigue (minutes): 154.0
Surface Strength:
Hard: 11.6
Clay: 36.6
Grass: 4.1
Serve Rating: 94.8
Return Rating: 86.4

Recent Matches

Damir Dzumhur

  • Last Match: vs Juan Carlos Prado Angelo (2-0) clay Umag 98 min
  • 2nd Last Match: vs Henrique Rocha (2-0) clay Umag 78 min
  • 3rd Last Match: vs Arthur Fery (1-3) grass Wimbledon 174 min
  • 4th Last Match: vs Vit Kopriva (0-2) grass Mallorca 80 min
  • 5th Last Match: vs Zachary Svajda (2-0) grass Mallorca 68 min

Matteo Arnaldi

  • Last Match: vs Federico Agustin Gomez (2-1) clay Umag 154 min
  • 2nd Last Match: vs Quentin Halys (1-3) grass Wimbledon 174 min
  • 3rd Last Match: vs Giles Hussey (0-2) grass Eastbourne 87 min
  • 4th Last Match: vs Toby Samuel (2-1) grass Eastbourne 127 min
  • 5th Last Match: vs Alastair Gray (2-0) grass Eastbourne 135 min

Head-to-Head (Last 2 Seasons)

0
Damir Dzumhur
vs
1
Matteo Arnaldi
Hard
0 - 0
Clay
0 - 1
Grass
0 - 0

Key Prediction Insights

Quarterfinals in Umag, Croatia on clay — a late-summer 250-level battle between Damir Dzumhur and Matteo Arnaldi. The model favors Matteo Arnaldi to win (55.75%) over Damir Dzumhur (44.25%), with a predicted total of about 24.07 games in the match — suggesting a straight-sets affair with relatively few service breaks overall.

Match Analysis

The model’s edge for Arnaldi comes mainly from age (a 3.4-point push toward him), reinforced by his overall strength and recent record at comparable levels; Dzumhur’s recent form and his serve & return profile pull some percentage points back in his favour. Arnaldi sits comfortably higher in the pecking order (rank 34 vs 105) and carries a superior Elo (1736 vs 1548), while Dzumhur’s form index (35.5) is lower than Arnaldi’s (55.3) — yet Dzumhur’s last two wins at Umag have buoyed his short-term momentum (the recent-form factor added 5.1 points toward Dzumhur). On clay the surface-strength contrast matters: Arnaldi’s surface index (36.6) is notably better than Dzumhur’s (15.6), a meaningful advantage on slow courts. Fatigue is modestly higher for Dzumhur (176 minutes on court this week versus Arnaldi’s 154), which could matter in extended rallies. Serve metrics are comparable — mean serve indexes are nearly level — but Dzumhur’s mean return index (95.06) is substantially higher than Arnaldi’s (86.36), a gap greater than 5 points that signals Dzumhur can capitalize on second-serve opportunities. Recent form summary: Dzumhur is 2-1 over his last three (two straight wins in Umag after a long grass defeat), while Arnaldi is also 1-2 (a hard-fought three-set win in Umag preceded by two losses on grass).

Total Games Predictions

🎾
Expected Total Games in Match 24.1 Most likely outcome: 24 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Damir Dzumhur versus Matteo Arnaldi. The X-axis shows possible total games values and the Y-axis shows the predicted probability percentage for each outcome.
Cumulative Probability (CDF)

Probability of total games ≤ X

Cumulative distribution function chart for total games in Damir Dzumhur versus Matteo Arnaldi. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Damir Dzumhur - Matteo Arnaldi) -0.8 Most likely spread: -1 (Matteo Arnaldi wins 1 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Damir Dzumhur versus Matteo Arnaldi. Positive values indicate Damir Dzumhur winning more games, negative values indicate Matteo Arnaldi winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Damir Dzumhur versus Matteo Arnaldi. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction is low — the predicted aces for the match are 5.18 — consistent with clay play. The double faults prediction likewise leans higher than on faster surfaces, with expected double faults at 4.87; clay’s slower bounce reduces outright aces but can increase unforced serve errors late in rallies. Neither player has a significantly superior serve index to drive a large spike in the predicted aces.
🎯
Expected Total Aces 5.2 Most likely: 5 aces
Expected Total Double Faults 4.9 Most likely: 4 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Damir Dzumhur versus Matteo Arnaldi. Higher ace counts are more likely on faster surfaces like grass.
Cumulative Probability (CDF)

Probability of aces ≤ X

Cumulative distribution function chart for total aces in Damir Dzumhur versus Matteo Arnaldi. The curve shows the cumulative probability for each aces threshold.

Double Faults Probability Distribution

Distribution

Probability of each double fault count outcome

Probability distribution chart for double faults in Damir Dzumhur versus Matteo Arnaldi. Clay surface matches tend to produce more double faults due to fatigue in longer rallies.
Cumulative Probability (CDF)

Probability of double faults ≤ X

Cumulative distribution function chart for double faults in Damir Dzumhur versus Matteo Arnaldi. The curve shows the cumulative probability for each double faults threshold.

🎯 Match Format Predictions

Tiebreak Likelihood

Probability that any tiebreak is played in this match

28.1% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Damir Dzumhur's perspective)

0-2 Most likely set score (32.1%)
Probability distribution of the final set score from Damir Dzumhur's perspective. Format: BO3.

Final Prediction

Arnaldi’s narrow advantage is driven primarily by the age factor and his higher overall strength metrics, with his clay competence tipping the balance. Watch Dzumhur’s return game and Arnaldi’s ability to stay error-light on serve — those elements should decide whether this stays a short, clean victory or opens up into a tighter contest.

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