Buenos Aires Argentina Clay Atp 250 Round of 32

Federico Coria vs Matteo Berrettini: AI Prediction | Games, Aces & Double Faults

Federico Coria

Rank: #312
12%
VS

Matteo Berrettini

Rank: #58
88%
Expected Total Games: 22.2
Predicted Winner: Matteo Berrettini

Player Metrics

Federico Coria

Form Index: 29.5
ELO Rating: 200.0
Glicko2 Rating: 1561.7
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 0.0
Clay: 1.8
Grass: 0.8
Serve Rating: 59.1
Return Rating: 100.0

Matteo Berrettini

Form Index: 48.6
ELO Rating: 945.0
Glicko2 Rating: 1638.0
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 10.9
Clay: 9.5
Grass: 7.9
Serve Rating: 99.6
Return Rating: 89.0

Recent Matches

Federico Coria

  • Last Match: vs Giulio Zeppieri (0-2) clay Umag 61 min
  • 2nd Last Match: vs Maximilian Marterer (0-1) clay Roland Garros 174 min
  • 3rd Last Match: vs Arthur Bouquier (2-1) clay Roland Garros 174 min
  • 4th Last Match: vs Laslo Djere (0-1) clay Barcelona 67 min
  • 5th Last Match: vs Pierre-Hugues Herbert (1-2) clay Marrakech 129 min

Matteo Berrettini

  • Last Match: vs Learner Tien (1-2) hard Metz 104 min
  • 2nd Last Match: vs Aleksandar Vukic (2-0) hard Metz 81 min
  • 3rd Last Match: vs Quentin Halys (2-0) hard Metz 63 min
  • 4th Last Match: vs Alex de Minaur (0-2) hard Vienna 103 min
  • 5th Last Match: vs Cameron Norrie (2-1) hard Vienna 196 min

Head-to-Head (Last 2 Seasons)

0
Federico Coria
vs
0
Matteo Berrettini
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

This Round of 32 match in Buenos Aires (clay, atp_250) pits Federico Coria against Matteo Berrettini. The model strongly favors Berrettini as the projected winner (87.61% vs Coria 12.39%) with an expected total of about 22.16 games in the match.

Match Analysis

Coria enters ranked 312 with a low Elo (200) and a modest form index (29.5); his surface strength index on clay is 1.77 and cumulative fatigue is zero. Berrettini is ranked 58 with a considerably higher Elo (945) and better form (48.6); his surface strength index is 9.50 and he also shows no tournament fatigue. There is a very large gap in serving: Berrettini’s mean serve index (99.60) exceeds Coria’s (59.13) by over 40 points, which will shape service hold dynamics. On returns, Coria posts a perfect 100.0 return index versus Berrettini’s 88.97, a difference greater than 5 points that suggests Coria can still trouble servers despite the gulf in other areas. Looking at recent matches, Coria has one win and two losses in his last three, including a straight-sets loss in Umag and an earlier win at Roland Garros qualifying level; his recent results show inconsistency. Berrettini comes off two straight wins in Metz before a loss in his most recent match there, producing two convincing victories followed by a tougher three-set defeat. The contrast in rankings, Elo and serve potency explains the heavy pre-match tilt toward Berrettini.

Total Games Predictions

🎾
Expected Total Games in Match 22.2 Most likely outcome: 22 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 this clay match is 16.46 total, and the double faults prediction is 5.44. Clay typically reduces ace counts versus faster surfaces, so the predicted aces reflect both Berrettini’s big-serve profile and the slowing effect of the court. Given Berrettini’s vastly superior serve rating, he is likely to account for the bulk of the predicted aces while the slower surface and longer exchanges push the expected double faults slightly higher.
🎯
Expected Total Aces 16.5 Most likely: 16 aces
Expected Total Double Faults 5.4 Most likely: 5 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

Berrettini’s edge comes from superior serve metrics, higher ranking and Elo, and better recent form. Key factors to watch: whether Coria’s elite return index can neutralize Berrettini’s serve and create break opportunities, and how many free points Berrettini can secure on serve.

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