Acapulco Mexico Hard Atp 500 Round of 32

Brandon Nakashima vs Elias Ymer: AI Prediction | Games, Aces & Double Faults

Brandon Nakashima

Rank: #29
71%
VS

Elias Ymer

Rank: #190
29%
Expected Total Games: 24.0
Predicted Winner: Brandon Nakashima

Player Metrics

Brandon Nakashima

Form Index: 36.6
ELO Rating: 1284.6
Glicko2 Rating: 1638.8
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 7.5
Clay: 9.6
Grass: 11.4
Serve Rating: 83.4
Return Rating: 22.8

Elias Ymer

Form Index: 61.2
ELO Rating: 445.6
Glicko2 Rating: 1529.2
Current Fatigue (minutes): 249.0
Surface Strength:
Hard: 4.1
Clay: 3.5
Grass: 3.1
Serve Rating: 97.4
Return Rating: 91.1

Recent Matches

Brandon Nakashima

  • Last Match: vs Coleman Wong (0-2) hard Delray Beach 88 min
  • 2nd Last Match: vs Marin Cilic (2-0) hard Delray Beach 132 min
  • 3rd Last Match: vs Taylor Fritz (0-2) hard Dallas 69 min
  • 4th Last Match: vs Mattia Bellucci (2-0) hard Dallas 68 min
  • 5th Last Match: vs Botic van de Zandschulp (1-3) hard Australian Open 174 min

Elias Ymer

  • Last Match: vs Nicolas Mejia (2-0) hard Acapulco 89 min
  • 2nd Last Match: vs Mackenzie McDonald (2-1) hard Acapulco 160 min
  • 3rd Last Match: vs Pierre-Hugues Herbert (1-2) hard Doha 119 min
  • 4th Last Match: vs Nikoloz Basilashvili (2-0) hard Doha 94 min
  • 5th Last Match: vs Moise Kouame (1-2) hard Montpellier 160 min

Head-to-Head (Last 2 Seasons)

0
Brandon Nakashima
vs
0
Elias Ymer
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

This round-of-32 match in Acapulco, Mexico is a hard-court affair at a 500-level event. The model favors Brandon Nakashima to win (71.20% vs Elias Ymer 28.80%) with a predicted total of about 23.96 games in the match.

Match Analysis

Brandon Nakashima arrives ranked 29 with an Elo of 1284.6 and a form index of 36.64; he shows no accumulated fatigue in this event and a surface strength index of 7.47. Elias Ymer is ranked 190 with a much lower Elo (445.63) but a higher form index (61.20) and significant tournament fatigue (249 minutes on court). Nakashima's mean serve index (83.37) is notably lower than Ymer's (97.40), a difference of about 14 points, and there is a very large gap in mean return index (Nakashima 22.80 vs Ymer 91.13), a difference of roughly 68 points—both differences are material to match dynamics. Looking at recent results, Nakashima has mixed outcomes in his last three hard-court matches: a straight-sets win over Marin Cilic and losses to Taylor Fritz and Coleman Wong (most recently). Ymer has won his two opening matches in Acapulco, beating Nicolas Mejia in 89 minutes and surviving a 160-minute encounter with Mackenzie McDonald earlier in the week, while losing in Doha prior to this run. Those recent wins explain Ymer’s higher form index but also contribute to his accumulated fatigue.

Total Games Predictions

🎾
Expected Total Games in Match 24.0 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 about 10.95 total, while the predicted double faults sit at roughly 5.02. On medium-paced hard courts, predicted aces are moderate and the expected double faults reflect some risk on serve under pressure. Given Ymer’s significantly higher serve rating, he is likely to contribute disproportionately to the predicted aces total.
🎯
Expected Total Aces 10.9 Most likely: 10 aces
Expected Total Double Faults 5.0 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

Nakashima’s edge comes from his higher ranking and Elo combined with fresher legs and a marginally better surface strength metric. A key factor to watch is whether Ymer’s serving and returning prowess overcomes his fatigue; how he sustains serve power and placement will largely determine the match flow.

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