Montpellier France Hard Atp 250 Round of 16

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

Ugo Humbert

Rank: #33
70%
VS

Adrian Mannarino

Rank: #69
30%
Expected Total Games: 22.6
Predicted Winner: Ugo Humbert

Player Metrics

Ugo Humbert

Form Index: 41.5
ELO Rating: 1468.8
Glicko2 Rating: 1772.0
Current Fatigue (minutes): 72.0
Surface Strength:
Hard: 12.5
Clay: 9.8
Grass: 10.1
Serve Rating: 78.1
Return Rating: 46.4

Adrian Mannarino

Form Index: 20.2
ELO Rating: 743.1
Glicko2 Rating: 1568.5
Current Fatigue (minutes): 96.0
Surface Strength:
Hard: 8.7
Clay: 5.7
Grass: 7.6
Serve Rating: 97.5
Return Rating: 95.3

Recent Matches

Ugo Humbert

  • Last Match: vs Botic van de Zandschulp (2-0) hard Montpellier 72 min
  • 2nd Last Match: vs Ben Shelton (0-3) hard Australian Open 174 min
  • 3rd Last Match: vs Tomas Machac (1-2) hard Adelaide 143 min
  • 4th Last Match: vs Alejandro Davidovich Fokina (2-1) hard Adelaide 152 min
  • 5th Last Match: vs Alexander Shevchenko (1-0) hard Adelaide 57 min

Adrian Mannarino

  • Last Match: vs Pedro Martinez (2-0) hard Montpellier 96 min
  • 2nd Last Match: vs Rinky Hijikata (0-3) hard Australian Open 174 min
  • 3rd Last Match: vs Eliot Spizzirri (0-2) hard Auckland 80 min
  • 4th Last Match: vs Marin Cilic (0-2) hard Hong Kong 84 min
  • 5th Last Match: vs Arthur Cazaux (0-2) hard Metz 107 min

Head-to-Head (Last 2 Seasons)

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

Key Prediction Insights

At the Montpellier 250 event in France, round of 16 on indoor hard courts, Ugo Humbert is favored to beat Adrian Mannarino. The model gives Humbert a 70.00% chance to win versus 30.00% for Mannarino, with an expected total of 22.65 games in the match.

Match Analysis

Humbert (rank 33) brings a stronger form index (41.50) and a much higher Elo (1468.80) compared with Mannarino (rank 69, form 20.21, Elo 743.15). Humbert has accumulated 72 minutes on court in this event; Mannarino is slightly more fatigued at 96 minutes. Both players show low surface strength indices on hard (Humbert 12.46, Mannarino 8.75), suggesting neither has a dominant hard-court profile in the proprietary measure. The difference in mean serve index is notable: Mannarino (97.50) is significantly above Humbert (78.11), and the mean return gap is also large with Mannarino (95.32) far exceeding Humbert (46.39). Those serve and return disparities are likely to shape key momentum swings. Recent form tells a mixed story. Humbert arrives after a straight-sets win in Montpellier over Botic van de Zandschulp (72 minutes) but carries heavy defeats earlier at the Australian Open (lost to Ben Shelton in 174 minutes) and Adelaide (loss to Tomas Machac). Mannarino also won his Montpellier opener in straight sets (beat Pedro Martinez, 96 minutes) but had two previous straight-sets losses at the Australian Open and Auckland. Both have bouts of recent heavy-court match play, but Humbert’s higher Elo and better form index favor him overall.

Total Games Predictions

🎾
Expected Total Games in Match 22.6 Most likely outcome: 22 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Cumulative Probability (CDF)

Probability of total games ≤ X

Aces and Double Faults Predictions

The aces prediction for the match is 10.06 total; the predicted aces skew toward Mannarino given his substantially higher serve index, which should increase quick points on serve. The expected double faults are 5.63 for the match; double faults prediction reflects some risk from both servers under pressure. On medium-paced hard courts, predicted aces will be moderate — more than clay but less than grass — and Mannarino’s big-serve profile is the primary driver of the higher ace expectation.
🎯
Expected Total Aces 10.1 Most likely: 10 aces
Expected Total Double Faults 5.6 Most likely: 5 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Cumulative Probability (CDF)

Probability of aces ≤ X

Double Faults Probability Distribution

Distribution

Probability of each double fault count outcome

Cumulative Probability (CDF)

Probability of double faults ≤ X

Final Prediction

Humbert’s higher Elo, better form index and recent match win in Montpellier give him the edge despite Mannarino’s superior serving metrics. Key factor to watch: whether Mannarino’s serve and return ratings translate into easy holds and free points, or if Humbert’s baseline quality and momentum control the longer rallies.

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