Rio Brazil Clay Atp 500 Round of 32

Cristian Garin vs Thiago Agustin Tirante: AI Prediction | Games, Aces & Double Faults

Cristian Garin

Rank: #89
44%
VS

Thiago Agustin Tirante

Rank: #92
56%
Expected Total Games: 23.4
Predicted Winner: Thiago Agustin Tirante

Player Metrics

Cristian Garin

Form Index: 12.8
ELO Rating: 654.8
Glicko2 Rating: 1528.9
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 5.5
Clay: 5.2
Grass: 5.8
Serve Rating: 52.5
Return Rating: 65.2

Thiago Agustin Tirante

Form Index: 52.0
ELO Rating: 631.5
Glicko2 Rating: 1553.3
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 6.1
Clay: 4.7
Grass: 5.3
Serve Rating: 96.6
Return Rating: 89.1

Recent Matches

Cristian Garin

  • Last Match: vs Luciano Darderi (0-3) hard Australian Open 174 min
  • 2nd Last Match: vs Eliot Spizzirri (0-2) hard Auckland 82 min
  • 3rd Last Match: vs Michael Mmoh (1-2) hard Hong Kong 136 min
  • 4th Last Match: vs Marco Trungelliti (0-2) hard Us Open 174 min
  • 5th Last Match: vs Yosuke Watanuki (2-0) hard Us Open 174 min

Thiago Agustin Tirante

  • Last Match: vs Tommy Paul (0-3) hard Australian Open 174 min
  • 2nd Last Match: vs Aleksandar Vukic (3-0) hard Australian Open 174 min
  • 3rd Last Match: vs Andrea Vavassori (0-2) hard Adelaide 83 min
  • 4th Last Match: vs Jesper de Jong (2-1) hard Adelaide 124 min
  • 5th Last Match: vs Zsombor Piros (0-2) hard Us Open 174 min

Head-to-Head (Last 2 Seasons)

0
Cristian Garin
vs
0
Thiago Agustin Tirante
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

This round of 32 match in Rio, Brazil is on clay and part of a 500-level event. The model favors Thiago Agustin Tirante to win (56.14%) over Cristian Garin (43.86%), with a predicted total of about 23.39 games in the match.

Match Analysis

Cristian Garin (rank 89) brings a higher Elo (654.75) but a low recent form index (12.83) into this match; his surface strength index is 5.18 and cumulative fatigue is 0.0 minutes on court. Thiago Agustin Tirante (rank 92) has a lower Elo (631.53) but a markedly stronger form index (51.95), a surface strength index of 4.74 and also 0.0 fatigue. The contrast in serving and returning metrics is notable: Tirante’s mean serve index (96.59) is substantially higher than Garin’s (52.48), and Tirante’s mean return index (89.06) likewise exceeds Garin’s (65.17), both differences greater than five points and likely to be influential. Recent form over the last three matches underlines the model’s leanings. Garin has struggled in his last three outings (three straight losses across hard-court events, including straight-set losses in two matches and a 1–2 scoreline in another). Tirante’s recent run is mixed: he recorded a straight-sets win against Aleksandar Vukic but suffered two losses, including a straight-sets defeat to Tommy Paul. Those results help explain Tirante’s edge through better short-term form despite a slightly lower Elo.

Total Games Predictions

🎾
Expected Total Games in Match 23.4 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: predicted aces are 10.28 for the contest, while the expected double faults are 3.75. Clay typically reduces ace tallies due to slower ball speed and higher bounce, but Tirante’s significantly higher serve index could lift the match’s ace count above a typical clay baseline. This double faults prediction reflects longer rallies and potential late-match pressure on serve.
🎯
Expected Total Aces 10.3 Most likely: 10 aces
Expected Total Double Faults 3.8 Most likely: 3 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

Tirante’s stronger form and pronounced advantages in both serve and return metrics give him the modeled edge in Rio. The key factor to watch will be how effectively Tirante’s serve converts opportunities on clay and whether Garin can use his slightly higher Elo and returning ability to neutralize those service advantages.

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