Zizou Bergs vs Toby Samuel: AI Prediction | Games, Spread, Aces & Double Faults
Why the Model Favors Zizou Bergs
The factors that drove this prediction, measured in win-probability points.
Starting from an even matchup, these factors move the model to 76% for Zizou Bergs. 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 #48 2026-06-22
- 3 mo ago #45 2026-03-16
- 6 mo ago #43 2025-12-22
- 9 mo ago #45 2025-09-22
- 12 mo ago #50 2025-06-23
Toby Samuel
- Current #144 2026-06-15
- 3 mo ago #171 2026-03-16
- 6 mo ago #264 2025-12-22
- 9 mo ago #1000 None
- 12 mo ago #1000 None
Player Metrics
Zizou Bergs
Toby Samuel
Recent Matches
Zizou Bergs
- Last Match: vs Jan Choinski (2-0) grass Eastbourne 76 min
- 2nd Last Match: vs Daniel Altmaier (2-0) grass Eastbourne 60 min
- 3rd Last Match: vs Jaume Munar (2-0) grass Eastbourne 80 min
- 4th Last Match: vs Taylor Fritz (1-2) grass Halle 133 min
- 5th Last Match: vs James McCabe (1-2) grass S Hertogenbosch 161 min
Toby Samuel
- Last Match: vs Juan Manuel Cerundolo (2-0) grass Eastbourne 82 min
- 2nd Last Match: vs Thiago Agustin Tirante (2-0) grass Eastbourne 82 min
- 3rd Last Match: vs Matteo Arnaldi (1-2) grass Eastbourne 127 min
- 4th Last Match: vs Quentin Halys (2-0) grass Eastbourne 66 min
- 5th Last Match: vs Arthur Fery (0-1) grass London 61 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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