Umag Croatia Clay Atp 250 Round of 32

Marco Cecchinato vs Roman Andres Burruchaga: AI Prediction | Games, Spread, Aces & Double Faults

Marco Cecchinato

Rank: #195
45%
VS

Roman Andres Burruchaga

Rank: #67
55%
Expected Total Games: 24.4
Predicted Winner: Roman Andres Burruchaga

Why the Model Favors Roman Andres Burruchaga

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

Surface fit +3.4 Marco Cecchinato
Age +3.3 Roman Andres Burruchaga
Recent form +2.9 Roman Andres Burruchaga
Serve & return game +2.5 Marco Cecchinato
Overall strength +1.9 Roman Andres Burruchaga

Starting from an even matchup, these factors move the model to 55% for Roman Andres Burruchaga. Computed with gradient-based attribution on our neural network — not editorial opinion. How to read this →

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Player Metrics

Marco Cecchinato

Form Index: 34.7
ELO Rating: 1512.0
Glicko2 Rating: 1547.7
Current Fatigue (minutes): 139.0
Surface Strength:
Hard: 9.4
Clay: 14.6
Grass: 3.1
Serve Rating: 94.9
Return Rating: 91.2

Roman Andres Burruchaga

Form Index: 30.5
ELO Rating: 1551.1
Glicko2 Rating: 1608.8
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 9.8
Clay: 17.8
Grass: 7.4
Serve Rating: 94.3
Return Rating: 90.5

Recent Matches

Marco Cecchinato

  • Last Match: vs Genaro Alberto Olivieri (2-0) clay Umag 79 min
  • 2nd Last Match: vs Duje Ajdukovic (2-0) clay Umag 60 min
  • 3rd Last Match: vs Tomas Barrios Vera (0-2) grass Wimbledon 174 min
  • 4th Last Match: vs Andrea Pellegrino (0-2) clay Roland Garros 174 min
  • 5th Last Match: vs Stefanos Sakellaridis (2-0) clay Roland Garros 174 min

Roman Andres Burruchaga

  • Last Match: vs Alex de Minaur (0-3) grass Wimbledon 174 min
  • 2nd Last Match: vs Arthur Fery (1-2) grass Eastbourne 137 min
  • 3rd Last Match: vs Felix Auger-Aliassime (1-3) clay Roland Garros 174 min
  • 4th Last Match: vs Sebastian Baez (2-1) clay Roland Garros 174 min
  • 5th Last Match: vs Luciano Darderi (0-2) clay Hamburg 109 min

Head-to-Head (Last 2 Seasons)

0
Marco Cecchinato
vs
0
Roman Andres Burruchaga
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

At Umag in Croatia, Round of 32 on clay at an ATP 250-level event, the model narrowly favors Roman Andrés Burruchaga to upset Marco Cecchinato. Burruchaga is projected to win with a 55.29% probability versus 44.71% for Cecchinato, with an expected total of about 24.4 games in the match.

Match Analysis

The model’s projection is driven by a mix of opposing strengths: it gives Cecchinato a clay and serve/return edge, while Burruchaga gains from age and overall strength measures. Cecchinato’s recent success on this exact surface at Umag helps explain the model’s surface-fit boost (+3.4 points toward him); his two straight wins here show he is comfortable on slow courts. His mean serve index (94.90) and mean return index (91.19) are both marginally higher than Burruchaga’s, which is reflected in the +2.5 points toward Cecchinato for serve & return dynamics. On the other side, Burruchaga’s higher ranking (67 vs 195) and superior Elo (1551 vs 1512) underpin the model’s tilt toward him for overall strength (+1.9) and age (+3.3), contributing to the final 55% probability. Fatigue is another clear contrast: Cecchinato has already logged 139 minutes at this tournament, while Burruchaga is fresh (0 minutes), a practical advantage on demanding clay. Surface strength indices are modest for both (Cecchinato 14.60, Burruchaga 17.80), but Cecchinato’s immediate results at Umag give him the surface-related nod in the model. Looking at recent form, Cecchinato arrives with two straight clay wins at Umag after a long grass loss; Burruchaga’s last three matches are losses (Roland Garros, Eastbourne, Wimbledon). Notably, the model still credits Burruchaga slightly on recent-form metrics, a factor that nudges the probabilities his way despite the raw win–loss lines.

Total Games Predictions

🎾
Expected Total Games in Match 24.4 Most likely outcome: 24 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Marco Cecchinato versus Roman Andres Burruchaga. 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 Marco Cecchinato versus Roman Andres Burruchaga. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Marco Cecchinato - Roman Andres Burruchaga) -0.8 Most likely spread: -1 (Roman Andres Burruchaga wins 1 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Marco Cecchinato versus Roman Andres Burruchaga. Positive values indicate Marco Cecchinato winning more games, negative values indicate Roman Andres Burruchaga winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Marco Cecchinato versus Roman Andres Burruchaga. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction for this clay match is low: predicted aces about 5.47 for the contest, consistent with clay’s tendency to suppress service winners. The double faults prediction is also moderate, with expected double faults near 4.56; clay’s longer rallies and physical toll can elevate expected double faults. Neither player has a significantly dominant serve rating here, so the relatively low predicted aces reflect the surface more than a single server’s dominance.
🎯
Expected Total Aces 5.5 Most likely: 5 aces
Expected Total Double Faults 4.6 Most likely: 4 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Marco Cecchinato versus Roman Andres Burruchaga. 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 Marco Cecchinato versus Roman Andres Burruchaga. 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 Marco Cecchinato versus Roman Andres Burruchaga. 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 Marco Cecchinato versus Roman Andres Burruchaga. 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

41.9% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Marco Cecchinato's perspective)

0-2 Most likely set score (36.5%)
Probability distribution of the final set score from Marco Cecchinato's perspective. Format: BO3.

Final Prediction

Burruchaga’s narrow edge comes primarily from age and overall strength metrics, combined with remaining fresher than Cecchinato. The key factor to watch is Cecchinato’s accumulated court time at Umag — if fatigue blunts his clay comfort, Burruchaga’s higher ranking and freshness could decide the tie.

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