Estoril Portugal Clay Atp 250 Round of 16

Pedro Martinez vs Luciano Darderi: AI Prediction | Games, Spread, Aces & Double Faults

Pedro Martinez

Rank: #159
37%
VS

Luciano Darderi

Rank: #21
63%
Expected Total Games: 25.6
Predicted Winner: Luciano Darderi

Why the Model Favors Luciano Darderi

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

Overall strength +3.7 Luciano Darderi
Recent form +3.7 Luciano Darderi
Overall record & opposition quality +3.0 Luciano Darderi
Recent record by level +3.0 Luciano Darderi
Age +1.0 Luciano Darderi

Starting from an even matchup, these factors move the model to 63% for Luciano Darderi. Computed with gradient-based attribution on our neural network — not editorial opinion. How to read this →

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Player Metrics

Pedro Martinez

Form Index: 44.5
ELO Rating: 1547.1
Glicko2 Rating: 1544.6
Current Fatigue (minutes): 297.0
Surface Strength:
Hard: 8.2
Clay: 15.7
Grass: 10.6
Serve Rating: 94.7
Return Rating: 87.5

Luciano Darderi

Form Index: 44.1
ELO Rating: 1742.5
Glicko2 Rating: 1799.4
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 20.6
Clay: 32.4
Grass: 15.5
Serve Rating: 95.6
Return Rating: 87.2

Recent Matches

Pedro Martinez

  • Last Match: vs Henrique Rocha (2-0) clay Estoril 131 min
  • 2nd Last Match: vs Timofey Skatov (2-0) clay Estoril 89 min
  • 3rd Last Match: vs David Jorda Sanchis (2-0) clay Estoril 77 min
  • 4th Last Match: vs Yannick Hanfmann (0-2) clay Gstaad 96 min
  • 5th Last Match: vs Otto Virtanen (1-2) grass Wimbledon 174 min

Luciano Darderi

Head-to-Head (Last 2 Seasons)

1
Pedro Martinez
vs
2
Luciano Darderi
Hard
1 - 1
Clay
0 - 1
Grass
0 - 0

Key Prediction Insights

Round of 16 in Estoril, Portugal, on clay at an ATP 250-level event pits Pedro Martínez against Luciano Darderi. The model favors Darderi to win (63.49%) over Martínez (36.51%), with an expected total of about 25.6 games in the match.

Match Analysis

The model's edge for Luciano Darderi comes mainly from overall strength and recent form — together they contribute the largest shifts toward him. Darderi sits significantly higher in the rankings (No. 21 vs No. 159) and carries a substantially higher Elo (1742.45 vs 1547.09), underpinning the overall-strength advantage. Recent-form weighting also favors Darderi: his last three matches on clay include two wins (against Nuno Borges and Adolfo Vallejo) and a straight-sets loss to Andrey Rublev, suggesting competitive match play at this level. Martínez has three straight wins in Estoril, but those matches total 297 minutes on court and explain his much higher tournament fatigue. Surface and match-readiness matter here. Darderi’s surface strength index (32.41) is about double Martínez’s (15.68), an important clay-specific metric cited by the model. Fatigue is another differentiator: Martínez’s cumulative 297 minutes in the event contrasts with Darderi’s 0 minutes in this tournament, which pushes the model toward Darderi. Both players show similar form indices (around 44) and nearly identical serve/return profiles — mean serve and return indices differ by less than five points, so no clear serving dominance emerges from those metrics. Over their last three matches, Martínez is 3-0 at Estoril (long, grinding wins), while Darderi is 2-1 coming off Bastad (including a long 177-minute win).

Total Games Predictions

🎾
Expected Total Games in Match 25.6 Most likely outcome: 25 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Pedro Martinez versus Luciano Darderi. 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 Pedro Martinez versus Luciano Darderi. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Pedro Martinez - Luciano Darderi) -2.5 Most likely spread: -3 (Luciano Darderi wins 3 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Pedro Martinez versus Luciano Darderi. Positive values indicate Pedro Martinez winning more games, negative values indicate Luciano Darderi winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Pedro Martinez versus Luciano Darderi. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction for the match is modest: predicted aces total about 8.22. The expected double faults tally is 5.24. Clay’s slower bounce typically reduces ace totals and can see more double faults as rallies and matches wear on players; with Martínez carrying notable tournament fatigue, that could nudge the expected double faults upward. Neither player has a substantially higher serve rating, so serve-driven ace spikes are unlikely.
🎯
Expected Total Aces 8.2 Most likely: 8 aces
Expected Total Double Faults 5.2 Most likely: 5 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Pedro Martinez versus Luciano Darderi. 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 Pedro Martinez versus Luciano Darderi. 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 Pedro Martinez versus Luciano Darderi. 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 Pedro Martinez versus Luciano Darderi. 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

43.7% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Pedro Martinez's perspective)

0-2 Most likely set score (38.3%)
Probability distribution of the final set score from Pedro Martinez's perspective. Format: BO3.

Final Prediction

Darderi’s edge is driven primarily by overall strength (rank and Elo) and recent form on clay. The key factor to watch will be Martínez’s fatigue — if his legs are heavy late in rallies, the match could tilt further toward Darderi.

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