Cincinnati OH, U.S.A. Hard Masters 1000 Round of 128

Adam Walton vs Nicolas Mejia: AI Prediction | Games, Spread, Aces & Double Faults

Adam Walton

Rank: #97
57%
VS

Nicolas Mejia

Rank: #129
43%
Expected Total Games: 25.3
Predicted Winner: Adam Walton

Why the Model Favors Adam Walton

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

Recent record by level +5.6 Adam Walton
Overall strength +1.8 Adam Walton
Serve & return game +1.6 Adam Walton
Recent form +1.5 Nicolas Mejia
Fatigue & recent workload +1.2 Adam Walton

Starting from an even matchup, these factors move the model to 57% for Adam Walton. 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: 32.3
ELO Rating: 1579.5
Glicko2 Rating: 1602.4
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 18.7
Clay: 16.7
Grass: 4.2
Serve Rating: 96.5
Return Rating: 88.1

Nicolas Mejia

Form Index: 73.6
ELO Rating: 1667.7
Glicko2 Rating: 1624.0
Current Fatigue (minutes): 283.0
Surface Strength:
Hard: 17.5
Clay: 12.4
Grass: 16.4
Serve Rating: 94.3
Return Rating: 87.1

Recent Matches

Adam Walton

Nicolas Mejia

Head-to-Head (Last 2 Seasons)

0
Adam Walton
vs
0
Nicolas Mejia
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

Cincinnati round of 128 on hard courts at a Masters 1000 event sets Adam Walton against Nicolas Mejia. The model favors Adam Walton to win with a 57.17 percent probability versus Mejia at 42.83 percent, and it projects about 25.31 total games in the match.

Match Analysis

The model's edge for Walton comes mainly from his recent record by level, supported by additional gains from overall strength, serve and return metrics, and lower recent workload. Walton sits at world No. 97 compared with Mejia at No. 129, a ranking gap that feeds into the model favoring Walton for overall standing. Elo paints a different picture, with Mejia on 1667.67 and Walton on 1579.52, which helps explain why recent form moved a small amount toward Mejia in the engine. Fatigue is a clear differential. Walton arrives with zero minutes logged in this event, while Mejia already has 283 minutes on court, a factor that nudges the prediction toward Walton. Serve and return profiles are similar. Walton posts a mean serve index of 96.47 and a mean return index of 88.07. Mejia records 94.28 on serve and 87.06 on return. Those numbers are close enough that no single player dominates the serving battle on paper. Walton’s surface strength index is 18.72 versus Mejia’s 17.53, both modest on this scale. Recent matches show contrasting patterns. Walton is 1 win and 2 losses in his last three, including a straight sets defeat to Jenson Brooksby and a three set loss in Los Cabos, with one 2-0 win over Justin Boulais. Mejia has been in better recent form at Cincinnati with two wins (over Henrique Rocha and Jacob Fearnley) and a prior loss to Lorenzo Musetti.

Total Games Predictions

🎾
Expected Total Games in Match 25.3 Most likely outcome: 25 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Adam Walton versus Nicolas Mejia. 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 Nicolas Mejia. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Adam Walton - Nicolas Mejia) +0.3 Most likely spread: 0 (even number of games won)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Adam Walton versus Nicolas Mejia. Positive values indicate Adam Walton winning more games, negative values indicate Nicolas Mejia winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Adam Walton versus Nicolas Mejia. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction for the match is about 10.87 combined, while the expected double faults sit at 4.05. On Cincinnati hard courts, a medium pace surface with a consistent bounce, predicted aces are moderate and expected double faults are limited. Neither player has a markedly higher serve rating, so the ace count should be split fairly evenly rather than skewed heavily toward one server.
🎯
Expected Total Aces 10.9 Most likely: 10 aces
Expected Total Double Faults 4.0 Most likely: 4 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Adam Walton versus Nicolas Mejia. 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 Nicolas Mejia. 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 Nicolas Mejia. 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 Nicolas Mejia. 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

34.1% Predicted: No tiebreak

Exact Score Distribution BO3

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

2-0 Most likely set score (39.2%)
Probability distribution of the final set score from Adam Walton's perspective. Format: BO3.

Final Prediction

Walton’s projected advantage stems from the model’s top factor, recent record by level, and his lighter workload coming into this match. The key element to watch will be Mejia’s accumulated court time and whether it blunts his movement and serving effectiveness late in rallies.

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