Paris France Hard Masters 1000 Round of 32

Matteo Berrettini vs Ugo Humbert Prediction

Matteo Berrettini

Rank: #43
54%
VS

Ugo Humbert

Rank: #38
46%
Expected Total Games: 25.7
Predicted Winner: Matteo Berrettini

Why the Model Favors Matteo Berrettini

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

Serve & return game +9.0 Matteo Berrettini
Overall record & opposition quality +3.3 Ugo Humbert
Surface fit +0.7 Ugo Humbert
Recent form +0.6 Ugo Humbert
Recent record by level +0.5 Matteo Berrettini

Starting from an even matchup, these factors move the model to 54% for Matteo Berrettini. Computed with gradient-based attribution on our neural network, not editorial opinion. How to read this →

Also available in Claude and Perplexity. Query these predictions in plain language: our native connector lets your AI assistant call our models on demand, no code.

Set it up

Ranking Trends

Matteo Berrettini

  • Current #43 2026-11-02
  • 3 mo ago #40 2026-08-03
  • 6 mo ago #100 2026-05-04
  • 9 mo ago #58 2026-02-02
  • 12 mo ago #63 2025-11-03

Ugo Humbert

  • Current #38 2026-11-02
  • 3 mo ago #28 2026-08-03
  • 6 mo ago #33 2026-05-04
  • 9 mo ago #38 2026-02-02
  • 12 mo ago #37 2025-11-03

Player Metrics

Matteo Berrettini

Form Index: 51.2
ELO Rating: 1746.1
Glicko2 Rating: 1739.8
Current Fatigue (minutes): 130.0
Surface Strength:
Hard: 29.4
Clay: 28.2
Grass: 13.9
Serve Rating: 97.6
Return Rating: 86.3

Ugo Humbert

Form Index: 31.4
ELO Rating: 1644.4
Glicko2 Rating: 1732.1
Current Fatigue (minutes): 158.0
Surface Strength:
Hard: 24.6
Clay: 15.4
Grass: 15.9
Serve Rating: 96.5
Return Rating: 86.1

Recent Matches

Matteo Berrettini
✅ ❌ ✅ ✅ ❌

Ugo Humbert
✅ ❌ ❌ ❌ ❌

Head-to-Head (Last 2 Seasons)

0
Matteo Berrettini
vs
1
Ugo Humbert
Hard
0 - 1
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

Berrettini is a narrow favorite, at 54% to Humbert’s 46%, in this Paris Round of 32 match. The projected total is 25.7 games, pointing to a close contest.

Match Analysis

Berrettini’s clearest advantage is the serve-and-return matchup. His serve profile is slightly stronger, and this part of his game carries more weight than any other in the forecast. On a hard court, that could help him dictate enough points to decide a tight match. Humbert is ranked five places higher at No. 38, and his overall record against quality opposition, recent form and hard-court fit all lean slightly his way. Both arrive after Paris wins: Berrettini beat Brandon Nakashima, while Humbert defeated Botic van de Zandschulp. Those results give neither a clear advantage based on their latest match alone.

Total Games Predictions

🎾
Expected Total Games in Match 25.7 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 (Matteo Berrettini - Ugo Humbert) +0.5 Most likely spread: 0 (even number of games won)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Cumulative Probability (CDF)

Probability of spread ≤ X

Aces and Double Faults Predictions

Berrettini is projected to hit 10.2 aces and 1.8 double faults, compared with 7.6 aces and 2.7 double faults for Humbert. Berrettini’s slightly stronger serve profile fits the higher ace forecast, while Humbert is expected to produce more double faults.
🎯
Expected Total Aces 16.8 Most likely: 15 aces Per player: Matteo Berrettini 10.2 + Ugo Humbert 7.6
❌
Expected Total Double Faults 4.5 Most likely: 3 double faults Per player: Matteo Berrettini 1.8 + Ugo Humbert 2.7

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Cumulative Probability (CDF)

Probability of aces ≤ X

🎯 Aces by Player

Matteo Berrettini

Expected 10.2 aces

Ugo Humbert

Expected 7.6 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

Matteo Berrettini

Expected 1.8 double faults

Ugo Humbert

Expected 2.7 double faults

Match Format Predictions

Tiebreak Likelihood

Probability that any tiebreak is played in this match

53.7% Predicted: Tiebreak likely

Exact Score Distribution BO3

Probability of each set-by-set outcome (Matteo Berrettini's perspective)

2-0 Most likely set score (36.0%)
New to probability charts? Learn how to interpret distribution and CDF curves

Final Prediction

Humbert’s higher ranking and record against quality opposition are his best means of overturning the forecast. If he can stop Berrettini’s serve from being the main separator, the narrow gap between them could go his way.

Get Daily Tennis Predictions

Enjoyed this analysis? Subscribe to our Telegram channel and receive daily AI-driven tennis predictions directly on your phone.

Join Our Telegram Channel