Washington DC, U.S.A. Hard Atp 500 Round of 16

Brandon Nakashima vs Jakub Mensik: AI Prediction | Games, Spread, Aces & Double Faults

Brandon Nakashima

Rank: #33
39%
VS

Jakub Mensik

Rank: #17
61%
Expected Total Games: 25.8
Predicted Winner: Jakub Mensik

Why the Model Favors Jakub Mensik

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

Recent form +4.8 Brandon Nakashima
Recent record by level +4.0 Jakub Mensik
Surface fit +3.9 Jakub Mensik
Overall strength +2.9 Jakub Mensik
Serve & return game +2.6 Jakub Mensik

Starting from an even matchup, these factors move the model to 61% for Jakub Mensik. 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: 50.7
ELO Rating: 1682.1
Glicko2 Rating: 1765.0
Current Fatigue (minutes): 81.0
Surface Strength:
Hard: 26.5
Clay: 19.4
Grass: 21.2
Serve Rating: 97.7
Return Rating: 88.3

Jakub Mensik

Form Index: 58.2
ELO Rating: 1824.3
Glicko2 Rating: 1871.0
Current Fatigue (minutes): 136.0
Surface Strength:
Hard: 38.7
Clay: 39.9
Grass: 18.9
Serve Rating: 96.2
Return Rating: 86.9

Recent Matches

Brandon Nakashima

Jakub Mensik

  • Last Match: vs Trevor Svajda (2-1) hard Washington 136 min
  • 2nd Last Match: vs Grigor Dimitrov (1-3) grass Wimbledon 174 min
  • 3rd Last Match: vs Toby Samuel (3-2) grass Wimbledon 174 min
  • 4th Last Match: vs Adrian Mannarino (1-2) grass London 161 min
  • 5th Last Match: vs Alexander Zverev (1-3) clay Roland Garros 174 min

Head-to-Head (Last 2 Seasons)

0
Brandon Nakashima
vs
0
Jakub Mensik
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

At Washington (DC) in the round of 16 on hard courts at this ATP 500-level event, Jakub Mensik is the model favorite over Brandon Nakashima. The projection gives Mensik a 61.50% chance to win versus 38.50% for Nakashima, with an expected total of about 25.8 games in the match.

Match Analysis

The model’s edge for Mensik is driven largely by his recent results at this level, surface fit, overall strength and serve/return profile — although the single strongest individual factor is Nakashima’s recent form, which nudges him in the opposite direction. Nakashima enters ranked 33 with a form index of 50.7 and an Elo of 1682.1; he has spent 81 minutes on court so far this week and posts a surface strength index of 26.5. Mensik is higher-ranked at 17, carries a stronger form index (58.2) and a higher Elo (1824.3), but shows heavier cumulative fatigue (136 minutes) and a better hard-court surface index (38.7). Serving and returning are comparable: Nakashima’s mean serve index is 97.75 vs Mensik’s 96.22 (difference not >5), and return indices are also close (88.25 vs 86.87). That suggests neither player holds a decisive serving edge on paper. Over their last three matches Nakashima beat Etcheverry in Washington, split two long grass-court matches at Wimbledon (including a five-set loss to Struff), while Mensik reached this round with a long 136-minute win over Trevor Svajda and mixed results at Wimbledon, including a five-set win and a loss to Dimitrov. Mensik’s recent record against higher-level opponents and stronger Elo underpin his predicted advantage despite the extra minutes logged.

Total Games Predictions

🎾
Expected Total Games in Match 25.8 Most likely outcome: 25 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

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

Games Spread Predictions

📈
Expected Games Spread (Brandon Nakashima - Jakub Mensik) -0.5 Most likely spread: -1 (Jakub Mensik 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 Jakub Mensik. Positive values indicate Brandon Nakashima winning more games, negative values indicate Jakub Mensik winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

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

Aces and Double Faults Predictions

Aces prediction: the match is expected to produce about 20.09 aces in total. Predicted aces reflect both players’ high serve indices and the medium-paced hard court, which tends to yield a moderate ace count. Double faults prediction: expected double faults sit near 5.57 for the match. Neither player’s serve rating is significantly higher, so the ace count should be distributed fairly evenly.
🎯
Expected Total Aces 20.1 Most likely: 20 aces
Expected Total Double Faults 5.6 Most likely: 5 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Brandon Nakashima versus Jakub Mensik. 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 Jakub Mensik. 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 Jakub Mensik. 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 Jakub Mensik. 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

53.5% Predicted: Tiebreak likely

Exact Score Distribution BO3

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

0-2 Most likely set score (30.7%)
Probability distribution of the final set score from Brandon Nakashima's perspective. Format: BO3.

Final Prediction

Mensik’s projected edge comes from his superior recent record at this level and a stronger overall profile, even though Nakashima’s recent form is the single largest individual driver. The key factor to watch will be how Mensik’s heavier minutes this week affect his serve consistency and ability to close tight games.

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