Cincinnati OH, U.S.A. Hard Masters 1000 Round of 64

Adam Walton vs Ignacio Buse: AI Prediction | Games, Spread, Aces & Double Faults

Adam Walton

Rank: #97
48%
VS

Ignacio Buse

Rank: #33
52%
Expected Total Games: 26.1
Predicted Winner: Ignacio Buse

Why the Model Favors Ignacio Buse

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

Serve & return game +4.3 Adam Walton
Age +2.2 Ignacio Buse
Overall record & opposition quality +2.1 Ignacio Buse
Recent form +1.6 Ignacio Buse
Surface fit +0.9 Adam Walton

Starting from an even matchup, these factors move the model to 52% for Ignacio Buse. Computed with gradient-based attribution on our neural network, not editorial opinion. How to read this →

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Player Metrics

Adam Walton

Form Index: 38.7
ELO Rating: 1615.0
Glicko2 Rating: 1616.3
Current Fatigue (minutes): 108.0
Surface Strength:
Hard: 20.9
Clay: 16.7
Grass: 4.2
Serve Rating: 96.5
Return Rating: 88.2

Ignacio Buse

Form Index: 34.3
ELO Rating: 1624.8
Glicko2 Rating: 1713.8
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 18.0
Clay: 24.8
Grass: 8.4
Serve Rating: 95.3
Return Rating: 88.5

Recent Matches

Adam Walton

  • Last Match: vs Nicolas Mejia (2-0) hard Cincinnati 108 min
  • 2nd Last Match: vs Jenson Brooksby (0-2) hard Toronto 88 min
  • 3rd Last Match: vs Justin Boulais (2-0) hard Toronto 120 min
  • 4th Last Match: vs Dalibor Svrcina (1-2) hard Los Cabos 180 min
  • 5th Last Match: vs Dino Prizmic (1-3) grass Wimbledon 174 min

Ignacio Buse

  • Last Match: vs Cameron Norrie (0-2) hard Toronto 88 min
  • 2nd Last Match: vs Tomas Martin Etcheverry (0-2) clay Kitzbuhel 103 min
  • 3rd Last Match: vs Kilian Feldbausch (2-1) clay Kitzbuhel 114 min
  • 4th Last Match: vs Vit Kopriva (2-1) clay Kitzbuhel 158 min
  • 5th Last Match: vs Stefanos Tsitsipas (0-2) clay Gstaad 96 min

Head-to-Head (Last 2 Seasons)

0
Adam Walton
vs
0
Ignacio Buse
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

Cincinnati, Ohio. Round of 64 on outdoor hard courts at a Masters 1000 event. The model gives Ignacio Buse the narrow edge, 51.99% to win, versus Adam Walton at 48.01%. The match is expected to be relatively short, with a projected 26.14 total games.

Match Analysis

The model’s edge breaks down in an interesting way. The strongest single driver is the serve and return game, which shifts 4.3 percentage points toward Adam Walton. Walton’s mean serve index is 96.50 and his mean return index is 88.16, both strong metrics on hard courts. That said, age (2.2 points toward Buse), overall record and opposition quality (2.1 toward Buse), and recent form (1.6 toward Buse) combine to tip the prediction to Ignacio Buse. Surface fit gives a small 0.9 point advantage back to Walton, but it is not decisive. Looking at the raw profiles, Buse sits higher in the rankings at 33 versus Walton at 97, and his Elo is marginally higher, 1624.77 to 1614.97. Walton enters with more minutes on court in this event, 108 minutes of fatigue versus Buse with zero. Both players show low surface strength indices on hard courts, 20.91 for Walton and 18.04 for Buse, indicating neither has a pronounced hard court specialty. Form indices are close, 38.73 for Walton and 34.30 for Buse. Over their last three matches Walton has two wins and one loss, including a straight sets win in Cincinnati qualifying. Buse has one win and two losses, with recent defeats to higher ranked opponents in Toronto and Kitzbuhel.

Total Games Predictions

🎾
Expected Total Games in Match 26.1 Most likely outcome: 26 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Adam Walton 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 Adam Walton 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 (Adam Walton - Ignacio Buse) -0.2 Most likely spread: -1 (Ignacio Buse wins 1 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Adam Walton versus Ignacio Buse. Positive values indicate Adam Walton 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 Adam Walton versus Ignacio Buse. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

Aces prediction for the match is modest, with a predicted aces total of 11.75. The expected double faults are 5.12. Hard courts typically produce a moderate ace count, and here neither player has a significantly higher serve rating to push the ace number much higher. The predicted aces and expected double faults reflect a balanced serve matchup rather than a one-sided serving duel.
🎯
Expected Total Aces 11.8 Most likely: 11 aces
Expected Total Double Faults 5.1 Most likely: 5 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Adam Walton 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 Adam Walton 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 Adam Walton versus Ignacio Buse. The chart shows the predicted probability for each double-fault count.
Cumulative Probability (CDF)

Probability of double faults ≤ X

Cumulative distribution function chart for double faults in Adam Walton 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

41.4% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Adam Walton's perspective)

2-0 Most likely set score (30.6%)
Probability distribution of the final set score from Adam Walton's perspective. Format: BO3.

Final Prediction

Ignacio Buse holds the slight overall edge mainly because age, recent opposition quality, and recent form collectively outweigh Walton’s serve and return advantage. The top factor to watch will be Walton’s serve and return efficiency early in the match, since that metric is the single largest influence on the projection.

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