S Hertogenbosch Netherlands Grass Atp 250 Round of 16

Ugo Humbert vs Benjamin Bonzi: AI Prediction | Games, Spread, Aces & Double Faults

Ugo Humbert

Rank: #33
57%
VS

Benjamin Bonzi

Rank: #99
43%
Expected Total Games: 26.6
Predicted Winner: Ugo Humbert

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Player Metrics

Ugo Humbert

Form Index: 43.6
ELO Rating: 1667.7
Glicko2 Rating: 1740.9
Current Fatigue (minutes): 62.0
Surface Strength:
Hard: 29.1
Clay: 14.2
Grass: 13.3
Serve Rating: 96.6
Return Rating: 91.3

Benjamin Bonzi

Form Index: 45.9
ELO Rating: 1610.9
Glicko2 Rating: 1617.2
Current Fatigue (minutes): 291.0
Surface Strength:
Hard: 21.8
Clay: 12.2
Grass: 15.1
Serve Rating: 95.3
Return Rating: 86.9

Recent Matches

Ugo Humbert

  • Last Match: vs Elias Ymer (2-0) grass S Hertogenbosch 62 min
  • 2nd Last Match: vs Quentin Halys (0-3) clay Roland Garros 174 min
  • 3rd Last Match: vs Adrian Mannarino (3-0) clay Roland Garros 174 min
  • 4th Last Match: vs Ignacio Buse (1-2) clay Hamburg 166 min
  • 5th Last Match: vs Karen Khachanov (2-1) clay Hamburg 133 min

Benjamin Bonzi

  • Last Match: vs Mees Rottgering (2-0) grass S Hertogenbosch 81 min
  • 2nd Last Match: vs Bernard Tomic (2-1) grass S Hertogenbosch 131 min
  • 3rd Last Match: vs Marc Polmans (2-0) grass S Hertogenbosch 79 min
  • 4th Last Match: vs Alexander Zverev (0-3) clay Roland Garros 174 min
  • 5th Last Match: vs Dalibor Svrcina (0-2) clay Rome 83 min

Head-to-Head (Last 2 Seasons)

0
Ugo Humbert
vs
0
Benjamin Bonzi
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

At s‑Hertogenbosch in the Netherlands, a 250-level grass event reaches the round of 16 with Ugo Humbert facing Benjamin Bonzi. The model favors Humbert to win (56.50% vs 43.50%), with a relatively short match expected — about 26.56 total games.

Match Analysis

Humbert enters this encounter as the higher-ranked player (No. 33) with a superior Elo (1667.7) and a strong recent serve and return profile (mean serve index 96.57, mean return index 91.31). He has been light on court time in this tournament (62 minutes), which should leave him physically fresher than Bonzi. Bonzi, ranked 99 with an Elo of 1610.9, posts a comparable serve index (95.32) but a slightly lower return index (86.95). Neither player displays standout grass-specific strength by the surface index (Humbert 13.35, Bonzi 15.07), suggesting the match will hinge more on form and fatigue than pure surface pedigree. Form lines tell a consistent story: Humbert is 2-1 across his last three matches with a straight-sets victory over Elias Ymer on grass and mixed results at Roland Garros. Bonzi arrives in strong recent form at the same event, 3-0 in s‑Hertogenbosch, but his route has cost him substantial court time (291 minutes cumulative), a striking fatigue differential that could erode his late-match resilience. Both players have shown the ability to close matches on grass this week, but physical freshness favors Humbert.

Total Games Predictions

🎾
Expected Total Games in Match 26.6 Most likely outcome: 26 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Ugo Humbert versus Benjamin Bonzi. The X-axis shows possible total games values and the Y-axis shows the predicted probability percentage for each outcome.
Cumulative Probability (CDF)

Probability of total games ≤ X

Cumulative distribution function chart for total games in Ugo Humbert versus Benjamin Bonzi. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Ugo Humbert - Benjamin Bonzi) +1.3 Most likely spread: +1 (Ugo Humbert wins 1 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Ugo Humbert versus Benjamin Bonzi. Positive values indicate Ugo Humbert winning more games, negative values indicate Benjamin Bonzi winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Ugo Humbert versus Benjamin Bonzi. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

Aces prediction leans toward a relatively high total for a grass match: the predicted aces figure is 15.08, while the expected double faults are 5.11. Grass is the fastest surface and tends to boost ace counts; the predicted aces reflect that tendency. With serve ratings close between them, neither player is expected to dominate the ace count overwhelmingly, keeping the predicted aces and double faults balanced.
🎯
Expected Total Aces 15.1 Most likely: 15 aces
Expected Total Double Faults 5.1 Most likely: 5 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Ugo Humbert versus Benjamin Bonzi. Higher ace counts are more likely on faster surfaces like grass.
Cumulative Probability (CDF)

Probability of aces ≤ X

Cumulative distribution function chart for total aces in Ugo Humbert versus Benjamin Bonzi. The curve shows the cumulative probability for each aces threshold.

Double Faults Probability Distribution

Distribution

Probability of each double fault count outcome

Probability distribution chart for double faults in Ugo Humbert versus Benjamin Bonzi. Clay surface matches tend to produce more double faults due to fatigue in longer rallies.
Cumulative Probability (CDF)

Probability of double faults ≤ X

Cumulative distribution function chart for double faults in Ugo Humbert versus Benjamin Bonzi. The curve shows the cumulative probability for each double faults threshold.

🎯 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 (Ugo Humbert's perspective)

2-0 Most likely set score (35.8%)
Probability distribution of the final set score from Ugo Humbert's perspective. Format: BO3.

Final Prediction

Humbert’s higher rank, better Elo and markedly lower fatigue give him the edge in a tight matchup. The key factor to watch will be whether Bonzi’s heavier workload hampers his serve returns late in sets.

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