Paris France Hard Masters 1000 Round of 64

Luca Van Assche vs Mariano Navone Prediction

Luca Van Assche

Rank: #46
33%
VS

Mariano Navone

Rank: #43
67%
Expected Total Games: 22.9
Predicted Winner: Mariano Navone

Why the Model Favors Mariano Navone

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

Recent record by level +7.5 Mariano Navone
Overall record & opposition quality +2.9 Mariano Navone
Recent form +2.8 Mariano Navone
Surface fit +2.2 Mariano Navone
Overall strength +1.9 Mariano Navone

Starting from an even matchup, these factors move the model to 67% for Mariano Navone. Computed with gradient-based attribution on our neural network, not editorial opinion. How to read this →

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Ranking Trends

Luca Van Assche

  • Current #46 2026-10-26
  • 3 mo ago #49 2026-08-03
  • 6 mo ago #97 2026-05-04
  • 9 mo ago #127 2026-02-02
  • 12 mo ago #172 2025-11-03

Mariano Navone

  • Current #43 2026-10-26
  • 3 mo ago #44 2026-08-03
  • 6 mo ago #44 2026-05-04
  • 9 mo ago #75 2026-02-02
  • 12 mo ago #74 2025-11-03

Player Metrics

Luca Van Assche

Form Index: 36.9
ELO Rating: 1593.7
Glicko2 Rating: 1635.9
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 16.1
Clay: 21.3
Grass: 2.0
Serve Rating: 95.0
Return Rating: 89.6

Mariano Navone

Form Index: 36.0
ELO Rating: 1665.6
Glicko2 Rating: 1710.3
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 18.8
Clay: 26.6
Grass: 8.4
Serve Rating: 95.1
Return Rating: 89.1

Recent Matches

Luca Van Assche
❌ ❌ ✅ ✅ ❌

Mariano Navone
❌ ❌ ✅ ❌ ❌

Head-to-Head (Last 2 Seasons)

0
Luca Van Assche
vs
0
Mariano Navone
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

Mariano Navone is favoured, with a 67% chance of winning against Luca Van Assche’s 33%. The projection is for 22.9 total games in this Round of 64 match in Paris.

Match Analysis

Navone’s stronger record at this competition level carries the most weight, with his edge in overall strength and opposition quality adding support. He is ranked 43rd to Van Assche’s 46th, though neither the ranking gap nor their difference in overall strength is large. Recent results offer little separation: both have won one of their last three matches and lost their most recent two. Van Assche’s defeats came against Learner Tien and Lorenzo Musetti, while Navone lost to Valentin Vacherot and Tallon Griekspoor. Navone has a slight hard-court advantage, but Van Assche is the marginally stronger returner.

Total Games Predictions

🎾
Expected Total Games in Match 22.9 Most likely outcome: 22 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 (Luca Van Assche - Mariano Navone) -2.0 Most likely spread: -3 (Mariano Navone wins 3 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

Van Assche is projected for 4.6 aces and 3.5 double faults, compared with 3.7 aces and 2.7 double faults for Navone. Their serve profiles are close, so the forecast suggests a modest difference, with Van Assche expected to produce more of both.
🎯
Expected Total Aces 8.3 Most likely: 6 aces Per player: Luca Van Assche 4.6 + Mariano Navone 3.7
❌
Expected Total Double Faults 6.2 Most likely: 5 double faults Per player: Luca Van Assche 3.5 + Mariano Navone 2.7

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Cumulative Probability (CDF)

Probability of aces ≤ X

🎯 Aces by Player

Luca Van Assche

Expected 4.6 aces

Mariano Navone

Expected 3.7 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

Luca Van Assche

Expected 3.5 double faults

Mariano Navone

Expected 2.7 double faults

Match Format Predictions

Tiebreak Likelihood

Probability that any tiebreak is played in this match

32.6% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Luca Van Assche's perspective)

0-2 Most likely set score (40.4%)
New to probability charts? Learn how to interpret distribution and CDF curves

Final Prediction

Van Assche’s slightly stronger return could shift the balance if it consistently puts Navone’s service games under pressure.

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