Zizou Bergs vs Ben Shelton: AI Prediction | Games, Spread, Aces & Double Faults
Why the Model Favors Ben Shelton
The factors that drove this prediction, measured in win-probability points.
Starting from an even matchup, these factors move the model to 71% for Ben Shelton. Computed with gradient-based attribution on our neural network, not editorial opinion. How to read this →
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Set it upRanking Trends
Zizou Bergs
- Current #36 2026-07-27
- 3 mo ago #39 2026-05-04
- 6 mo ago #40 2026-02-02
- 9 mo ago #40 2025-11-03
- 12 mo ago #54 2025-08-04
Ben Shelton
- Current #8 2026-07-27
- 3 mo ago #6 2026-05-04
- 6 mo ago #9 2026-02-02
- 9 mo ago #6 2025-11-03
- 12 mo ago #6 2025-08-04
Player Metrics
Zizou Bergs
Ben Shelton
Recent Matches
Zizou Bergs
- Last Match: vs Sebastian Baez (2-1) hard Toronto 110 min
- 2nd Last Match: vs Taylor Fritz (0-2) hard Washington 79 min
- 3rd Last Match: vs Arthur Fery (2-3) grass Wimbledon 174 min
- 4th Last Match: vs Jaime Faria (3-1) grass Wimbledon 174 min
- 5th Last Match: vs Ugo Humbert (3-2) grass Wimbledon 174 min
Ben Shelton
- Last Match: vs Jenson Brooksby (2-0) hard Toronto 96 min
- 2nd Last Match: vs Alejandro Tabilo (1-2) hard Washington 143 min
- 3rd Last Match: vs Ugo Humbert (2-1) hard Washington 144 min
- 4th Last Match: vs Martin Damm (2-1) hard Washington 129 min
- 5th Last Match: vs Otto Virtanen (2-3) grass Wimbledon 174 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
Double Faults Probability Distribution
Distribution
Probability of each double fault count outcome
Cumulative Probability (CDF)
Probability of double faults ≤ X
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 (Zizou Bergs's perspective)
Full distributions as structured data (JSON or CSV)
Final Prediction
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