Buenos Aires Argentina Clay Atp 250 Quarterfinals

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

Pedro Martinez

Rank: #77
38%
VS

Luciano Darderi

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

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

  • Last Match: vs Juan Manuel Cerundolo (2-0) clay Buenos Aires 123 min
  • 2nd Last Match: vs Lautaro Midon (2-0) clay Buenos Aires 95 min
  • 3rd Last Match: vs Adrian Mannarino (0-2) hard Montpellier 96 min
  • 4th Last Match: vs Novak Djokovic (0-3) hard Australian Open 174 min
  • 5th Last Match: vs Tomas Martin Etcheverry (0-2) hard Paris 95 min

Luciano Darderi

  • Last Match: vs Tomas Barrios Vera (2-0) clay Buenos Aires 82 min
  • 2nd Last Match: vs Jannik Sinner (0-3) hard Australian Open 174 min
  • 3rd Last Match: vs Karen Khachanov (3-1) hard Australian Open 174 min
  • 4th Last Match: vs Sebastian Baez (3-1) hard Australian Open 174 min
  • 5th Last Match: vs Cristian Garin (3-0) hard Australian Open 174 min

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

Cumulative Probability (CDF)

Probability of total games ≤ X

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

Cumulative Probability (CDF)

Probability of aces ≤ X

Double Faults Probability Distribution

Distribution

Probability of each double fault count outcome

Cumulative Probability (CDF)

Probability of double faults ≤ X

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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