Buenos Aires Argentina Clay Atp 250 Quarterfinals

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

Pedro Martinez

Rank: #77
38%
VS

Luciano Darderi

Rank: #23
62%
Expected Total Games: 23.1
Predicted Winner: Luciano Darderi

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Player Metrics

Pedro Martinez

Form Index: 36.0
ELO Rating: 654.4
Glicko2 Rating: 1622.5
Current Fatigue (minutes): 218.0
Surface Strength:
Hard: 4.4
Clay: 5.6
Grass: 5.0
Serve Rating: 65.1
Return Rating: 68.1

Luciano Darderi

Form Index: 73.0
ELO Rating: 1641.2
Glicko2 Rating: 1636.0
Current Fatigue (minutes): 82.0
Surface Strength:
Hard: 10.0
Clay: 12.9
Grass: 11.3
Serve Rating: 97.1
Return Rating: 87.8

Recent Matches

Pedro Martinez

Luciano Darderi

Head-to-Head (Last 2 Seasons)

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

Key Prediction Insights

This quarterfinal in Buenos Aires is a 250-level clay event in Argentina, with Luciano Darderi favored to progress. The model projects Darderi to win with a 62.32% probability versus Pedro Martinez at 37.68%, and expects about 23.08 total games in the match.

Match Analysis

Luciano Darderi arrives as the higher-ranked and better-form player: rank 23, form index 72.96 and an Elo of 1641.18. He has played 82 minutes so far in the tournament, a comparatively light cumulative load, and shows a higher surface strength index (12.91) than Martinez. Pedro Martinez is ranked 77, with a lower form index (35.996) and Elo (654.36), but has accumulated 218 minutes in this event, indicating greater on-court fatigue. Martinez’s surface strength index is 5.59. Serve and return profiles are notable: Darderi’s mean serve index (97.10) comfortably exceeds Martinez’s (65.15) by a large margin, and his mean return index (87.84) similarly outpaces Martinez’s (68.05). Those gaps suggest Darderi holds both serving and returning advantages on paper, particularly on service games. Looking at recent matches, Martinez has won his two Buenos Aires matches (95 and 123 minutes) after a loss in Montpellier, showing solid local form but heavy minutes. Darderi’s run includes a straight-sets win in Buenos Aires (82 minutes) and a mixed Australian Open block with a big win over Khachanov and a long loss to Sinner; his recent results show both resilience in long matches and freshness in this event.

Total Games Predictions

🎾
Expected Total Games in Match 23.1 Most likely outcome: 23 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) -0.5 Most likely spread: -1 (Luciano Darderi wins 1 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 low by big-serve standards, with predicted aces around 6.72 and an expected double faults tally of about 4.11. Clay’s slower surface tends to reduce ace totals and can increase expected double faults, especially as fatigue accumulates. Given Darderi’s significantly higher serve rating, he is likely to account for the bulk of the predicted aces.
🎯
Expected Total Aces 6.7 Most likely: 6 aces
Expected Total Double Faults 4.1 Most likely: 4 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.

Final Prediction

Darderi’s combination of superior form, Elo, much stronger serve/return indices and lower tournament fatigue underlies his projected edge. The key factor to watch will be how effectively Darderi converts his serving advantage into holds while Martinez seeks break opportunities with his return game.

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