Tommy Paul vs Zizou Bergs Prediction
Why the Model Favors Tommy Paul
The factors that drove this prediction, measured in win-probability points.
Starting from an even matchup, these factors move the model to 59% for Tommy Paul. Computed with gradient-based attribution on our neural network, not editorial opinion. How to read this →
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Set it upRanking Trends
Tommy Paul
- Current #17 2026-10-05
- 3 mo ago #25 2026-06-29
- 6 mo ago #18 2026-04-06
- 9 mo ago #20 2026-01-05
- 12 mo ago #15 2025-09-29
Zizou Bergs
- Current #39 2026-10-05
- 3 mo ago #37 2026-06-29
- 6 mo ago #47 2026-04-06
- 9 mo ago #42 2026-01-05
- 12 mo ago #44 2025-09-29
Player Metrics
Tommy Paul
Zizou Bergs
Recent Matches
Tommy Paul
- Last Match: vs Valentin Vacherot (2-0) hard Shanghai 84 min
- 2nd Last Match: vs Adolfo Daniel Vallejo (2-0) hard Shanghai 76 min
- 3rd Last Match: vs Alejandro Tabilo (0-2) hard Tokio 73 min
- 4th Last Match: vs Carlos Alcaraz (0-3) hard Us Open 174 min
- 5th Last Match: vs Alexander Bublik (3-2) hard Us Open 174 min
Zizou Bergs
- Last Match: vs Carlos Alcaraz (2-0) hard Shanghai 122 min
- 2nd Last Match: vs Ignacio Buse (2-0) hard Shanghai 65 min
- 3rd Last Match: vs Vit Kopriva (2-0) hard Shanghai 75 min
- 4th Last Match: vs Jiri Lehecka (1-2) hard Tokio 213 min
- 5th Last Match: vs Botic van de Zandschulp (2-3) hard Us Open 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
Aces by Player
Tommy Paul
Expected 5.5 aces
Zizou Bergs
Expected 6.1 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
Tommy Paul
Expected 2.2 double faults
Zizou Bergs
Expected 3.5 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 (Tommy Paul's perspective)
Full distributions as structured data (JSON or CSV)
Final Prediction
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