Umag Croatia Clay Atp 250 Semifinals

Damir Dzumhur vs Alex Molcan: AI Prediction | Games, Spread, Aces & Double Faults

Damir Dzumhur

Rank: #105
55%
VS

Alex Molcan

Rank: #101
45%
Expected Total Games: 24.3
Predicted Winner: Damir Dzumhur

Why the Model Favors Damir Dzumhur

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

Recent record by level +8.8 Damir Dzumhur
Serve & return game +1.8 Alex Molcan
Overall record & opposition quality +1.8 Alex Molcan
Age +1.6 Alex Molcan
Overall strength +1.5 Damir Dzumhur

Starting from an even matchup, these factors move the model to 55% for Damir Dzumhur. 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: 43.7
ELO Rating: 1576.3
Glicko2 Rating: 1589.2
Current Fatigue (minutes): 398.0
Surface Strength:
Hard: 15.0
Clay: 18.0
Grass: 4.8
Serve Rating: 95.5
Return Rating: 95.0

Alex Molcan

Form Index: 60.0
ELO Rating: 1691.1
Glicko2 Rating: 1799.2
Current Fatigue (minutes): 341.0
Surface Strength:
Hard: 12.6
Clay: 24.3
Grass: 10.4
Serve Rating: 95.1
Return Rating: 89.5

Recent Matches

Damir Dzumhur

  • Last Match: vs Matteo Arnaldi (2-1) clay Umag 222 min
  • 2nd Last Match: vs Juan Carlos Prado Angelo (2-0) clay Umag 98 min
  • 3rd Last Match: vs Henrique Rocha (2-0) clay Umag 78 min
  • 4th Last Match: vs Arthur Fery (1-3) grass Wimbledon 174 min
  • 5th Last Match: vs Vit Kopriva (0-2) grass Mallorca 80 min

Alex Molcan

Head-to-Head (Last 2 Seasons)

0
Damir Dzumhur
vs
0
Alex Molcan
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

Semifinal action in Umag on clay pits Damir Dzumhur against Alex Molčan with a place in the final on the line at this ATP 250 event in Croatia. The model leans to Dzumhur as the predicted winner (55.02% vs Molčan 44.98%) with a projected total of about 24.3 games in the match.

Match Analysis

The model’s edge for Dzumhur is driven mainly by his recent results at this level—recent record by level contributes +8.8 percentage points toward him—reflecting three straight wins in Umag, including a 222-minute quarterfinal. That recent form on clay offsets some underlying metrics that favor Molčan: Molčan brings the higher Elo (1691.1 vs 1576.3), a stronger form index (60.0 vs 43.7) and a better surface strength index (24.30 vs 18.02), all factors that nudge the projection slightly toward him (overall record & opposition quality +1.8pp; age +1.6pp; serve & return game +1.8pp). Looking at the box score: ranks are close (Dzumhur 105, Molčan 101). Fatigue favors Molčan (341 minutes on court this week vs Dzumhur’s 398), which could matter on slow clay, especially late in long rallies. Serve numbers are almost identical (mean serve indices ~95.5 vs 95.1) so no serving gap to exploit, but Dzumhur holds a meaningful edge in return (95.03 vs 89.50 — a >5-point difference), which complements his string of recent wins. Both players have won their last three matches in Umag; Dzumhur’s path included a marathon win over Matteo Arnaldi, while Molčan’s wins are shorter on average, suggesting slightly fresher legs for Molčan but better match toughness for Dzumhur.

Total Games Predictions

🎾
Expected Total Games in Match 24.3 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 Alex Molcan. 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 Alex Molcan. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Damir Dzumhur - Alex Molcan) -0.1 Most likely spread: -1 (Alex Molcan 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 Alex Molcan. Positive values indicate Damir Dzumhur winning more games, negative values indicate Alex Molcan winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

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

Aces and Double Faults Predictions

The aces prediction for the contest is low — predicted aces ~3.68 — consistent with clay’s slower pace that suppresses service winners. The expected double faults stand at about 3.63; clay’s longer rallies and physical demand can increase double faults late in matches. No player shows a significantly higher serve rating, so neither is expected to inflate the predicted aces total.
🎯
Expected Total Aces 3.7 Most likely: 3 aces
Expected Total Double Faults 3.6 Most likely: 3 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Damir Dzumhur versus Alex Molcan. 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 Alex Molcan. 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 Alex Molcan. 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 Alex Molcan. 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

28.3% Predicted: No tiebreak

Exact Score Distribution BO3

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

2-0 Most likely set score (28.7%)
Probability distribution of the final set score from Damir Dzumhur's perspective. Format: BO3.

Final Prediction

Dzumhur’s recent record at this level is the primary reason he is favored; his win streak and strong return index give him the decisive edge. Key factor to watch: Dzumhur’s return effectiveness versus Molčan’s clay comfort and relative freshness — that matchup balance should decide who reaches the Umag final.

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