Roland Garros France Clay Grand Slam Round of 128

Ugo Humbert vs Adrian Mannarino: AI Prediction | Games, Spread, Aces & Double Faults

Ugo Humbert

Rank: #34
76%
VS

Adrian Mannarino

Rank: #44
24%
Expected Total Games: 38.2
Predicted Winner: Ugo Humbert

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Player Metrics

Ugo Humbert

Form Index: 41.0
ELO Rating: 1686.6
Glicko2 Rating: 1741.3
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 29.1
Clay: 16.2
Grass: 12.1
Serve Rating: 96.6
Return Rating: 91.2

Adrian Mannarino

Form Index: 16.2
ELO Rating: 1449.4
Glicko2 Rating: 1506.8
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 21.1
Clay: 0.0
Grass: 22.3
Serve Rating: 94.9
Return Rating: 87.2

Recent Matches

Ugo Humbert

  • Last Match: vs Ignacio Buse (1-2) clay Hamburg 166 min
  • 2nd Last Match: vs Karen Khachanov (2-1) clay Hamburg 133 min
  • 3rd Last Match: vs Justin Engel (2-1) clay Hamburg 141 min
  • 4th Last Match: vs Dino Prizmic (0-2) clay Rome 80 min
  • 5th Last Match: vs Vit Kopriva (2-0) clay Rome 75 min

Adrian Mannarino

Head-to-Head (Last 2 Seasons)

0
Ugo Humbert
vs
1
Adrian Mannarino
Hard
0 - 1
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

Roland-Garros in Paris opens its main draw on clay and this round-of-128 clash pits Ugo Humbert against Adrian Mannarino in a Grand Slam setting. The model projects Ugo Humbert to win (76.35% probability) against Mannarino (23.65%), with a predicted total of about 38.16 games in the match.

Match Analysis

Humbert arrives with the higher rank (34 vs 44), a markedly stronger Elo (1686.6 to 1449.4) and a substantially better form index (41.04 compared with 16.17), suggesting he is the fresher competitor in terms of recent quality. Both carry zero tournament fatigue, but Humbert’s surface strength index (16.25) contrasts with Mannarino’s 0.0, indicating Humbert’s game projects better onto clay. Humbert also posts a very strong mean return index (91.18) and an excellent mean serve index (96.61), while Mannarino’s serve and return indices (94.93 and 87.23) are solid but sit below Humbert’s levels. Recent results underline those numbers: Humbert reached the latter stages in Hamburg with two wins before a three-set loss to Ignacio Buse, recording two wins and one defeat across his last three clay matches. Mannarino’s last three outings on clay showed a sharp dip — straight-set defeats in Geneva, Rome and Madrid — leaving him without a win in that sample and with a low recent-form reading. Those trends and the statistical gap in Elo and form favor Humbert in baseline exchanges and in generating break opportunities.

Total Games Predictions

🎾
Expected Total Games in Match 38.2 Most likely outcome: 38 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Ugo Humbert versus Adrian Mannarino. 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 Adrian Mannarino. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Ugo Humbert - Adrian Mannarino) +1.8 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 Adrian Mannarino. Positive values indicate Ugo Humbert winning more games, negative values indicate Adrian Mannarino winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

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

Aces and Double Faults Predictions

The aces prediction for this match is modest: a predicted aces total of 15.05, while the double faults prediction sits at an expected double faults figure of 7.43. Clay’s slower, higher-bouncing characteristics tend to reduce outright winners on serve, so the predicted aces are muted; conversely, longer rallies and the physical grind on clay can push expected double faults up. Humbert’s marginally higher serve index may nudge the ace count slightly in his direction, but the surface will blunt big-serving advantages.
🎯
Expected Total Aces 15.1 Most likely: 15 aces
Expected Total Double Faults 7.4 Most likely: 7 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Ugo Humbert versus Adrian Mannarino. 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 Adrian Mannarino. 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 Adrian Mannarino. 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 Adrian Mannarino. 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

41.2% Predicted: No tiebreak

Exact Score Distribution BO5

Probability of each set-by-set outcome (Ugo Humbert's perspective)

3-0 Most likely set score (35.1%)
Probability distribution of the final set score from Ugo Humbert's perspective. Format: BO5.

Final Prediction

Humbert’s superior Elo, recent form and stronger return tools give him a clear edge on clay here. The key factor to watch will be Humbert’s ability to convert pressure on return—if he breaks early, the match is likely to tilt decisively in his favor.

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