Rio Brazil Clay Atp 500 Quarterfinals

Ignacio Buse vs Matteo Berrettini: AI Prediction | Games, Aces & Double Faults

Ignacio Buse

Rank: #96
32%
VS

Matteo Berrettini

Rank: #58
68%
Expected Total Games: 23.8
Predicted Winner: Matteo Berrettini

Player Metrics

Ignacio Buse

Form Index: 54.3
ELO Rating: 720.4
Glicko2 Rating: 1534.4
Current Fatigue (minutes): 308.0
Surface Strength:
Hard: 2.4
Clay: 5.7
Grass: 5.1
Serve Rating: 57.9
Return Rating: 54.3

Matteo Berrettini

Form Index: 60.4
ELO Rating: 923.8
Glicko2 Rating: 1641.6
Current Fatigue (minutes): 274.0
Surface Strength:
Hard: 10.9
Clay: 9.3
Grass: 7.9
Serve Rating: 99.5
Return Rating: 88.4

Recent Matches

Ignacio Buse

  • Last Match: vs Joao Fonseca (2-1) clay Rio 146 min
  • 2nd Last Match: vs Igor Marcondes (2-1) clay Rio 162 min
  • 3rd Last Match: vs Sebastian Baez (0-2) clay Buenos Aires 83 min
  • 4th Last Match: vs Francesco Passaro (2-1) clay Buenos Aires 154 min
  • 5th Last Match: vs Arthur Fery (0-2) hard Stockholm 67 min

Matteo Berrettini

  • Last Match: vs Dusan Lajovic (2-1) clay Rio 129 min
  • 2nd Last Match: vs Tomas Barrios Vera (2-0) clay Rio 145 min
  • 3rd Last Match: vs Vit Kopriva (0-2) clay Buenos Aires 94 min
  • 4th Last Match: vs Federico Coria (2-0) clay Buenos Aires 134 min
  • 5th Last Match: vs Learner Tien (1-2) hard Metz 104 min

Head-to-Head (Last 2 Seasons)

0
Ignacio Buse
vs
0
Matteo Berrettini
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

Quarterfinal action in Rio (clay, ATP 500-level event) sets up Ignacio Buse vs Matteo Berrettini. The model favors Berrettini to win (68.18% vs Buse 31.82%) with a predicted total of 23.8 games in the match.

Match Analysis

Berrettini arrives with the clearer statistical edge: a higher rank (58 vs 96), stronger form index (60.40 vs 54.28) and substantially higher Elo (923.82 vs 720.44). Fatigue is notable for both after long runs in Rio, but Buse has logged more minutes on court (308 vs 274). Surface-strength indices are low for both on clay, though Berrettini’s 9.31 marginally outpaces Buse’s 5.68. The gap in mean serve index is pronounced (Berrettini 99.54 vs Buse 57.90), and his mean return index also leads by a wide margin (88.44 vs 54.25), suggesting Berrettini will control many of the important service and return moments. Recent form over the last three matches shows both players have momentum in Rio: Buse has beaten Joao Fonseca and Igor Marcondes in two extended clay battles after a loss to Sebastian Baez in Buenos Aires; those wins came in long matches (146 and 162 minutes) that contribute to his higher tournament fatigue. Berrettini won two Rio matches (including a straight-sets victory over Tomas Barrios Vera) and has one recent loss in Buenos Aires; his matches in Rio were lengthy but slightly shorter overall. Both have shown resilience on clay this fortnight, but Berrettini’s superior serve and return metrics stand out as decisive.

Total Games Predictions

🎾
Expected Total Games in Match 23.8 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 this clay match is modest: the model projects 8.89 predicted aces overall and 6.37 expected double faults. Clay generally suppresses aces due to slower ball speed and higher bounce, which fits the lower predicted aces. Given Berrettini’s significantly higher serve rating, he is likely to provide the bulk of the match’s aces, while longer rallies and accumulated minutes increase the expected double faults.
🎯
Expected Total Aces 8.9 Most likely: 8 aces
Expected Total Double Faults 6.4 Most likely: 6 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 superior serve/return profile and higher Elo give him the edge in Rio’s quarterfinal, despite both players’ low clay surface strengths. Watch Berrettini’s service games and early break-point conversion — those will likely decide whether the match stays short (around 24 games) or stretches longer.

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