Buenos Aires Argentina Clay Atp 250 Round of 32

Andrea Pellegrino vs Tomas Martin Etcheverry: AI Prediction | Games, Aces & Double Faults

Andrea Pellegrino

Rank: #143
31%
VS

Tomas Martin Etcheverry

Rank: #54
69%
Expected Total Games: 22.6
Predicted Winner: Tomas Martin Etcheverry

Player Metrics

Andrea Pellegrino

Form Index: 39.4
ELO Rating: 451.6
Glicko2 Rating: 1527.1
Current Fatigue (minutes): 192.0
Surface Strength:
Hard: 1.1
Clay: 3.2
Grass: 2.6
Serve Rating: 72.7
Return Rating: 72.9

Tomas Martin Etcheverry

Form Index: 41.7
ELO Rating: 948.8
Glicko2 Rating: 1630.7
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 9.1
Clay: 9.3
Grass: 7.3
Serve Rating: 97.8
Return Rating: 92.6

Recent Matches

Andrea Pellegrino

  • Last Match: vs Thiago Seyboth Wild (2-0) clay Buenos Aires 122 min
  • 2nd Last Match: vs Juan Manuel La Serna (2-0) clay Buenos Aires 70 min
  • 3rd Last Match: vs Kyrian Jacquet (1-2) hard Metz 101 min
  • 4th Last Match: vs Mikhail Kukushkin (0-2) hard Us Open 174 min
  • 5th Last Match: vs Pablo Llamas Ruiz (0-2) clay Umag 73 min

Tomas Martin Etcheverry

  • Last Match: vs Alexander Bublik (0-3) hard Australian Open 174 min
  • 2nd Last Match: vs Arthur Fery (3-0) hard Australian Open 174 min
  • 3rd Last Match: vs Miomir Kecmanovic (3-2) hard Australian Open 174 min
  • 4th Last Match: vs Nuno Borges (1-2) hard Auckland 149 min
  • 5th Last Match: vs Lorenzo Musetti (1-2) hard Hong Kong 161 min

Head-to-Head (Last 2 Seasons)

0
Andrea Pellegrino
vs
0
Tomas Martin Etcheverry
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

This round-of-32 clay-court match in Buenos Aires (ATP 250) pits Andrea Pellegrino against Tomas Martin Etcheverry. The model favors Etcheverry with a 69.48% chance to win versus 30.52% for Pellegrino, and projects a relatively short match of about 22.56 total games.

Match Analysis

Pellegrino (rank 143) arrives with a lower Elo (451.64) and a form index of 39.40; he has accumulated 192 minutes on court in this tournament, which indicates notable in-event fatigue. His surface strength index is modest (3.25). Etcheverry (rank 54) carries a much higher Elo (948.79) and a slightly higher form index (41.73), with zero minutes of fatigue recorded in this event and a stronger surface index (9.26). The gap in mean serve index is substantial (Etcheverry 97.82 vs Pellegrino 72.68), and his mean return index is also markedly higher (92.62 vs 72.87), both differences exceeding 5 points and suggesting clear advantages on both service and return facets. Looking at recent results, Pellegrino has momentum at this event with two straight-set wins in Buenos Aires (over Thiago Seyboth Wild and Juan Manuel La Serna) after a loss in Metz on hard court. Etcheverry’s last three matches were on hard courts at the Australian Open: two wins followed by a straight-sets loss to Alexander Bublik. The contrast is Pellegrino’s match play and fatigue on clay versus Etcheverry’s higher-level baseline metrics and fresher condition.

Total Games Predictions

🎾
Expected Total Games in Match 22.6 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 match is 13.22 total, with an expected double faults figure of 4.4. On clay, predicted aces tend to be suppressed by the slower surface and higher bounce, while expected double faults can rise with longer points and fatigue. Given Etcheverry’s significantly higher serve rating, he is likely to contribute a larger share of the predicted aces, while Pellegrino’s accumulated minutes could elevate his share of the expected double faults.
🎯
Expected Total Aces 13.2 Most likely: 13 aces
Expected Total Double Faults 4.4 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

Etcheverry’s edge stems from superior Elo, higher serve and return indices, better surface score, and no tournament fatigue. The key factor to watch is whether Etcheverry can translate his serve power and return consistency to clay conditions and keep the match short enough to prevent Pellegrino’s on-site momentum from becoming a factor.

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