Adrian Mannarino vs Lorenzo Sonego: AI Prediction | Games, Spread, Aces & Double Faults
Why the Model Favors Lorenzo Sonego
The factors that drove this prediction, measured in win-probability points.
Starting from an even matchup, these factors move the model to 64% for Lorenzo Sonego. Computed with gradient-based attribution on our neural network, not editorial opinion. How to read this →
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Set it upRanking Trends
Adrian Mannarino
- Current #52 2026-08-10
- 3 mo ago #45 2026-05-25
- 6 mo ago #51 2026-02-23
- 9 mo ago #69 2025-11-24
- 12 mo ago #77 2025-08-25
Lorenzo Sonego
- Current #88 2026-08-10
- 3 mo ago #70 2026-05-25
- 6 mo ago #64 2026-02-23
- 9 mo ago #39 2025-11-24
- 12 mo ago #46 2025-08-25
Player Metrics
Adrian Mannarino
Lorenzo Sonego
Recent Matches
Adrian Mannarino
- Last Match: vs Denis Shapovalov (0-2) hard Cincinnati 85 min
- 2nd Last Match: vs Jacob Fearnley (0-2) hard Toronto 113 min
- 3rd Last Match: vs Alex Michelsen (0-2) hard Washington 107 min
- 4th Last Match: vs Learner Tien (2-0) hard Washington 82 min
- 5th Last Match: vs Alex de Minaur (0-3) grass Wimbledon 174 min
Lorenzo Sonego
- Last Match: vs Pierre-Hugues Herbert (2-1) hard Winston Salem 159 min
- 2nd Last Match: vs Frances Tiafoe (0-2) hard Cincinnati 76 min
- 3rd Last Match: vs Juncheng Shang (2-0) hard Cincinnati 87 min
- 4th Last Match: vs Tallon Griekspoor (0-2) hard Toronto 110 min
- 5th Last Match: vs Raphael Collignon (0-2) clay Gstaad 128 min
Head-to-Head (Last 2 Seasons)
Key Prediction Insights
Match Analysis
Total Games Predictions
Total Games Probability Distribution
Distribution
Probability of each total games outcome
Cumulative Probability (CDF)
Probability of total games ≤ X
Games Spread Predictions
Games Spread Probability Distribution
Distribution
Probability of each games spread outcome
Cumulative Probability (CDF)
Probability of spread ≤ X
Aces and Double Faults Predictions
Aces Probability Distribution
Distribution
Probability of each ace count outcome
Cumulative Probability (CDF)
Probability of aces ≤ X
Aces by Player
Adrian Mannarino
Expected 5.1 aces
Lorenzo Sonego
Expected 7.2 aces
Double Faults Probability Distribution
Distribution
Probability of each double fault count outcome
Cumulative Probability (CDF)
Probability of double faults ≤ X
Double Faults by Player
Adrian Mannarino
Expected 2.7 double faults
Lorenzo Sonego
Expected 2.6 double faults
Match Format Predictions
Tiebreak Likelihood
Probability that any tiebreak is played in this match
Exact Score Distribution BO3
Probability of each set-by-set outcome (Adrian Mannarino's perspective)
Full distributions as structured data (JSON or CSV)
Final Prediction
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