Taylor Fritz vs Thiago Agustin Tirante Prediction
Why the Model Favors Taylor Fritz
The factors that drove this prediction, measured in win-probability points.
Starting from an even matchup, these factors move the model to 68% for Taylor Fritz. Computed with gradient-based attribution on our neural network, not editorial opinion. How to read this →
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Set it upRanking Trends
Taylor Fritz
- Current #12 2026-11-02
- 3 mo ago #9 2026-08-10
- 6 mo ago #7 2026-05-04
- 9 mo ago #7 2026-02-09
- 12 mo ago #6 2025-11-10
Thiago Agustin Tirante
- Current #53 2026-11-02
- 3 mo ago #50 2026-08-10
- 6 mo ago #69 2026-05-04
- 9 mo ago #92 2026-02-09
- 12 mo ago #98 2025-11-10
Player Metrics
Taylor Fritz
Thiago Agustin Tirante
Recent Matches
Taylor Fritz
- Last Match: vs Lorenzo Musetti (2-0) hard Stockholm 63 min
- 2nd Last Match: vs Cameron Norrie (2-0) hard Stockholm 86 min
- 3rd Last Match: vs Carlos Alcaraz (1-2) hard Paris 163 min
- 4th Last Match: vs Arthur Fils (2-0) hard Paris 71 min
- 5th Last Match: vs Alex Molcan (2-1) hard Paris 150 min
Thiago Agustin Tirante
- Last Match: vs Alejandro Tabilo (2-0) hard Stockholm 106 min
- 2nd Last Match: vs Aleksandr Shevchenko (2-1) hard Stockholm 169 min
- 3rd Last Match: vs Jaume Munar (2-0) hard Stockholm 104 min
- 4th Last Match: vs Jan-Lennard Struff (1-2) hard Paris 142 min
- 5th Last Match: vs Mattia Bellucci (0-2) hard Paris 85 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
Taylor Fritz
Expected 12.6 aces
Thiago Agustin Tirante
Expected 10.6 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
Taylor Fritz
Expected 1.9 double faults
Thiago Agustin Tirante
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 (Taylor Fritz's perspective)
Full distributions as structured data (JSON or CSV)
Final Prediction
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