Acapulco Mexico Hard Atp 500 Semifinals

Frances Tiafoe vs Brandon Nakashima: AI Prediction | Games, Spread, Aces & Double Faults

Frances Tiafoe

Rank: #28
45%
VS

Brandon Nakashima

Rank: #29
55%
Expected Total Games: 24.3
Predicted Winner: Brandon Nakashima

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Player Metrics

Frances Tiafoe

Form Index: 59.0
ELO Rating: 1421.0
Glicko2 Rating: 1759.8
Current Fatigue (minutes): 334.0
Surface Strength:
Hard: 8.1
Clay: 10.2
Grass: 12.2
Serve Rating: 66.7
Return Rating: 55.8

Brandon Nakashima

Form Index: 67.1
ELO Rating: 1317.9
Glicko2 Rating: 1646.6
Current Fatigue (minutes): 280.0
Surface Strength:
Hard: 10.4
Clay: 10.9
Grass: 11.9
Serve Rating: 98.5
Return Rating: 86.4

Recent Matches

Frances Tiafoe

Brandon Nakashima

  • Last Match: vs Valentin Vacherot (2-1) hard Acapulco 107 min
  • 2nd Last Match: vs Patrick Kypson (2-0) hard Acapulco 94 min
  • 3rd Last Match: vs Elias Ymer (2-0) hard Acapulco 79 min
  • 4th Last Match: vs Coleman Wong (0-2) hard Delray Beach 88 min
  • 5th Last Match: vs Marin Cilic (2-0) hard Delray Beach 132 min

Head-to-Head (Last 2 Seasons)

1
Frances Tiafoe
vs
0
Brandon Nakashima
Hard
0 - 0
Clay
1 - 0
Grass
0 - 0

Key Prediction Insights

Atacapulco semifinal on hard courts in Mexico — a 500-level event — sets up a compelling clash between Frances Tiafoe and Brandon Nakashima. The model favors Nakashima to win (55.38%) over Tiafoe (44.62%), with an expected total of about 24.3 games in the match, suggesting a straight-sets affair or two tight sets that don’t extend long.

Match Analysis

Tiafoe comes in as the slightly higher-ranked player (No. 28) with the superior Elo (1421.04) but carries heavier tournament minutes (334.0) than Nakashima (280.0). His form index sits at 59.04 versus Nakashima’s stronger 67.09, while surface strength indices are close (Tiafoe 8.06, Nakashima 10.36). Crucially, there are large gaps in serve and return tools: Nakashima’s mean serve index (98.54) outstrips Tiafoe’s (66.66) by over 30 points, and his mean return index (86.44) eclipses Tiafoe’s (55.80) by a similar margin. Those disparities point to Nakashima controlling free points and handling Tiafoe’s service games more comfortably than the numbers suggest. Both players have been consistent in Acapulco, each winning their last three matches. Tiafoe’s run includes two straight-set wins and a three-set victory, combining a 90–138–106 minute sequence on hard courts. Nakashima has likewise posted two clean wins and a three-set match, with generally shorter recent durations (79–94–107 minutes), which may leave him fresher deep into the semis. That mix of form, freshness and markedly superior serve/return metrics gives Nakashima the edge.

Total Games Predictions

🎾
Expected Total Games in Match 24.3 Most likely outcome: 24 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Frances Tiafoe versus Brandon Nakashima. The X-axis shows possible total games values and the Y-axis shows the predicted probability percentage for each outcome.
Cumulative Probability (CDF)

Probability of total games ≤ X

Cumulative distribution function chart for total games in Frances Tiafoe versus Brandon Nakashima. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Frances Tiafoe - Brandon Nakashima) -0.5 Most likely spread: -1 (Brandon Nakashima wins 1 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Frances Tiafoe versus Brandon Nakashima. Positive values indicate Frances Tiafoe winning more games, negative values indicate Brandon Nakashima winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Frances Tiafoe versus Brandon Nakashima. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

Aces prediction for the contest is moderate: the model projects about 6.72 total aces and an expected double faults tally around 4.11. On a medium-paced hard court, that predicted aces figure aligns with a surface that rewards both big serving and good returning without inflating ace totals as grass would. Given Nakashima’s significantly higher serve rating, he is likely to contribute a disproportionate share of the aces, which will influence how many free points he can convert.
🎯
Expected Total Aces 6.7 Most likely: 6 aces
Expected Total Double Faults 4.1 Most likely: 4 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Frances Tiafoe versus Brandon Nakashima. Higher ace counts are more likely on faster surfaces like grass.
Cumulative Probability (CDF)

Probability of aces ≤ X

Cumulative distribution function chart for total aces in Frances Tiafoe versus Brandon Nakashima. The curve shows the cumulative probability for each aces threshold.

Double Faults Probability Distribution

Distribution

Probability of each double fault count outcome

Probability distribution chart for double faults in Frances Tiafoe versus Brandon Nakashima. Clay surface matches tend to produce more double faults due to fatigue in longer rallies.
Cumulative Probability (CDF)

Probability of double faults ≤ X

Cumulative distribution function chart for double faults in Frances Tiafoe versus Brandon Nakashima. The curve shows the cumulative probability for each double faults threshold.

Final Prediction

Nakashima’s superior serve and return indices, better recent form and lighter court load are the primary reasons he’s favored here. The key factor to watch will be how effectively Nakashima’s serve translates into free points and whether Tiafoe can escape early breaks under pressure.

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