London Great Britain Grass Atp 500 Round of 16

Brandon Nakashima vs Ignacio Buse: AI Prediction | Games, Spread, Aces & Double Faults

Brandon Nakashima

Rank: #32
59%
VS

Ignacio Buse

Rank: #35
41%
Expected Total Games: 27.5
Predicted Winner: Brandon Nakashima

Why the Model Favors Brandon Nakashima

The factors that drove this prediction, measured in win-probability points.

Recent record by level +5.7 Brandon Nakashima
Surface fit +2.0 Brandon Nakashima
Fatigue & recent workload +1.0 Brandon Nakashima
Age +0.8 Ignacio Buse
Serve & return game +0.6 Ignacio Buse

Starting from an even matchup, these factors move the model to 59% for Brandon Nakashima. Computed with gradient-based attribution on our neural network — not editorial opinion. How to read this →

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Player Metrics

Brandon Nakashima

Form Index: 52.2
ELO Rating: 1665.0
Glicko2 Rating: 1741.0
Current Fatigue (minutes): 71.0
Surface Strength:
Hard: 25.0
Clay: 19.4
Grass: 22.0
Serve Rating: 96.6
Return Rating: 89.2

Ignacio Buse

Form Index: 55.3
ELO Rating: 1728.8
Glicko2 Rating: 1772.1
Current Fatigue (minutes): 154.0
Surface Strength:
Hard: 19.3
Clay: 26.0
Grass: 8.6
Serve Rating: 94.7
Return Rating: 87.7

Recent Matches

Brandon Nakashima

  • Last Match: vs Marton Fucsovics (2-0) grass London 71 min
  • 2nd Last Match: vs Felix Auger-Aliassime (1-3) clay Roland Garros 174 min
  • 3rd Last Match: vs Luca Van Assche (3-2) clay Roland Garros 174 min
  • 4th Last Match: vs Roberto Bautista Agut (3-0) clay Roland Garros 174 min
  • 5th Last Match: vs Nikoloz Basilashvili (0-2) clay Rome 100 min

Ignacio Buse

  • Last Match: vs Marcos Giron (2-1) grass London 154 min
  • 2nd Last Match: vs Andrey Rublev (1-3) clay Roland Garros 174 min
  • 3rd Last Match: vs Tommy Paul (2-1) clay Hamburg 183 min
  • 4th Last Match: vs Aleksandar Kovacevic (2-0) clay Hamburg 64 min
  • 5th Last Match: vs Ugo Humbert (2-1) clay Hamburg 166 min

Head-to-Head (Last 2 Seasons)

0
Brandon Nakashima
vs
0
Ignacio Buse
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

At the London ATP 500 event on grass, round of 16 pits Brandon Nakashima against Ignacio Buse in a matchup between two players ranked in the low 30s. The model favors Brandon Nakashima to win (58.57%) over Ignacio Buse (41.43%), with a predicted total of about 27.47 games in the match.

Match Analysis

The model’s edge for Nakashima comes mainly from his recent results by level and a better surface fit, with fatigue also nudging the prediction his way. Nakashima is ranked 32 with a form index of 52.2 and an Elo of 1665; his surface strength on grass (22.0) is noticeably higher than Buse’s (8.6), which aligns with the model’s surface-fit advantage. He arrives fresher after 71 minutes on court in London, compared with Buse’s much heavier 154 minutes, and that workload differential is reflected in the fatigue factor that favors Nakashima. Buse is ranked 35, carries a slightly higher form index (55.3) and a stronger Elo (1729), and the explainability output does give a small nod to his serve & return game (0.6 points toward Buse). Both players post similar serve and return indexes (Nakashima: serve 96.6, return 89.2; Buse: serve 94.7, return 87.7), so there isn’t a large gap in raw serving numbers. Over the last three matches Nakashima has two wins and one loss, including a straight-sets win at this venue; Buse also has two wins and one loss, but his London victory came after a long, 154-minute contest that increases his cumulative fatigue.

Total Games Predictions

🎾
Expected Total Games in Match 27.5 Most likely outcome: 27 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Brandon Nakashima versus Ignacio Buse. 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 Brandon Nakashima versus Ignacio Buse. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Brandon Nakashima - Ignacio Buse) +1.1 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 Brandon Nakashima versus Ignacio Buse. Positive values indicate Brandon Nakashima winning more games, negative values indicate Ignacio Buse winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

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

Aces and Double Faults Predictions

An aces prediction of 14.54 is consistent with grass being the fastest surface, which typically boosts ace counts; the predicted aces reflect both players’ strong serve indices. The expected double faults tally is modest at 4.54, suggesting relatively clean serving overall. Neither player posts a significantly higher serve rating, so the predicted aces are likely to be shared rather than dominated by one player.
🎯
Expected Total Aces 14.5 Most likely: 14 aces
Expected Total Double Faults 4.5 Most likely: 4 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Brandon Nakashima versus Ignacio Buse. 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 Brandon Nakashima versus Ignacio Buse. 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 Brandon Nakashima versus Ignacio Buse. 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 Brandon Nakashima versus Ignacio Buse. The curve shows the cumulative probability for each double faults threshold.

🎯 Match Format Predictions

Tiebreak Likelihood

Probability that any tiebreak is played in this match

43.8% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Brandon Nakashima's perspective)

2-0 Most likely set score (37.0%)
Probability distribution of the final set score from Brandon Nakashima's perspective. Format: BO3.

Final Prediction

Nakashima’s advantage is driven primarily by recent record by level and a stronger fit to grass, with fresher legs adding a further edge. The key factor to watch will be how Buse’s endurance holds up after a long previous match—if fatigue bites, Nakashima’s surface comfort should decide the tie.

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