Paris Paris Hard Masters 1000 Round of 64

Benjamin Bonzi vs Taylor Fritz Prediction

Benjamin Bonzi

Rank: #95
20%
VS

Taylor Fritz

Rank: #12
80%
Expected Total Games: 25.3
Predicted Winner: Taylor Fritz

Why the Model Favors Taylor Fritz

The factors that drove this prediction, measured in win-probability points.

Recent record by level +9.3 Taylor Fritz
Overall strength +6.5 Taylor Fritz
Serve & return game +5.2 Taylor Fritz
Surface fit +2.0 Taylor Fritz
Overall record & opposition quality +1.9 Taylor Fritz

Starting from an even matchup, these factors move the model to 80% for Taylor Fritz. Computed with gradient-based attribution on our neural network, not editorial opinion. How to read this →

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Ranking Trends

Benjamin Bonzi

  • Current #95 2026-11-02
  • 3 mo ago #103 2026-08-03
  • 6 mo ago #101 2026-05-04
  • 9 mo ago #128 2026-02-02
  • 12 mo ago #57 2025-11-03

Taylor Fritz

  • Current #12 2026-11-02
  • 3 mo ago #9 2026-08-03
  • 6 mo ago #7 2026-05-04
  • 9 mo ago #7 2026-02-02
  • 12 mo ago #4 2025-11-03

Player Metrics

Benjamin Bonzi

Form Index: 64.7
ELO Rating: 1734.3
Glicko2 Rating: 1722.3
Current Fatigue (minutes): 242.0
Surface Strength:
Hard: 30.4
Clay: 13.4
Grass: 13.0
Serve Rating: 96.7
Return Rating: 89.0

Taylor Fritz

Form Index: 46.6
ELO Rating: 1855.2
Glicko2 Rating: 1900.3
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 38.4
Clay: 21.6
Grass: 46.7
Serve Rating: 97.6
Return Rating: 86.4

Recent Matches

Benjamin Bonzi
✅ ✅ ❌ ✅ ❌

Taylor Fritz
❌ ✅ ✅ ✅ ❌

Head-to-Head (Last 2 Seasons)

0
Benjamin Bonzi
vs
1
Taylor Fritz
Hard
0 - 0
Clay
0 - 1
Grass
0 - 0

Key Prediction Insights

Taylor Fritz is a clear favourite, with an 80% win probability to Benjamin Bonzi’s 20%, and the match is projected to last 25.3 games. In this Paris Round of 64 match, Fritz’s stronger overall level is the main separator, despite Bonzi’s good start at the tournament.

Match Analysis

Fritz is ranked 12th, compared with Bonzi at 95th, and has the stronger record at this level. His recent run included wins over Arthur Fils and Denis Shapovalov before his loss to Valentin Vacherot. Bonzi has won both of his matches in Paris, beating Tallon Griekspoor and Yannick Hanfmann. Fritz’s serve is the more imposing weapon, and his hard-court level also gives him an advantage. Bonzi has a slight edge as a returner, but Fritz’s overall strength and serve-return balance make him the more reliable pick. Bonzi has spent 242 minutes on court in Paris, while Fritz has yet to play here.

Total Games Predictions

🎾
Expected Total Games in Match 25.3 Most likely outcome: 25 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Cumulative Probability (CDF)

Probability of total games ≤ X

Games Spread Predictions

📈
Expected Games Spread (Benjamin Bonzi - Taylor Fritz) -3.9 Most likely spread: -4 (Taylor Fritz wins 4 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Cumulative Probability (CDF)

Probability of spread ≤ X

Aces and Double Faults Predictions

Fritz is projected to hit 12.4 aces and Bonzi 6.6, reflecting Fritz’s stronger serve. Both are forecast to make 1.9 double faults.
🎯
Expected Total Aces 17.6 Most likely: 16 aces Per player: Benjamin Bonzi 6.6 + Taylor Fritz 12.4
❌
Expected Total Double Faults 3.8 Most likely: 2 double faults Per player: Benjamin Bonzi 1.9 + Taylor Fritz 1.9

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Cumulative Probability (CDF)

Probability of aces ≤ X

🎯 Aces by Player

Benjamin Bonzi

Expected 6.6 aces

Taylor Fritz

Expected 12.4 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

Benjamin Bonzi

Expected 1.9 double faults

Taylor Fritz

Expected 1.9 double faults

Match Format Predictions

Tiebreak Likelihood

Probability that any tiebreak is played in this match

49.2% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Benjamin Bonzi's perspective)

0-2 Most likely set score (52.8%)
New to probability charts? Learn how to interpret distribution and CDF curves

Final Prediction

Bonzi’s best chance to upset the forecast is to make his return advantage count and put pressure on Fritz’s serve. If Fritz keeps earning cheap points behind it, the gap in overall level should be difficult to overcome.

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