Dallas TX, U.S.A. Hard Atp 500 Round of 16

Adrian Mannarino vs Ben Shelton: AI Prediction | Games, Aces & Double Faults

Adrian Mannarino

Rank: #70
22%
VS

Ben Shelton

Rank: #9
78%
Expected Total Games: 23.1
Predicted Winner: Ben Shelton

Player Metrics

Adrian Mannarino

Form Index: 54.0
ELO Rating: 842.6
Glicko2 Rating: 1585.8
Current Fatigue (minutes): 84.0
Surface Strength:
Hard: 7.1
Clay: 4.7
Grass: 6.5
Serve Rating: 73.7
Return Rating: 62.3

Ben Shelton

Form Index: 78.5
ELO Rating: 3844.9
Glicko2 Rating: 1747.0
Current Fatigue (minutes): 97.0
Surface Strength:
Hard: 25.6
Clay: 32.1
Grass: 32.5
Serve Rating: 98.1
Return Rating: 89.3

Recent Matches

Adrian Mannarino

  • Last Match: vs Adam Walton (2-0) hard Dallas 84 min
  • 2nd Last Match: vs Felix Auger-Aliassime (0-2) hard Montpellier 95 min
  • 3rd Last Match: vs Martin Damm (2-1) hard Montpellier 104 min
  • 4th Last Match: vs Arthur Gea (2-1) hard Montpellier 151 min
  • 5th Last Match: vs Ugo Humbert (2-1) hard Montpellier 167 min

Ben Shelton

  • Last Match: vs Gabriel Diallo (2-0) hard Dallas 97 min
  • 2nd Last Match: vs Jannik Sinner (0-3) hard Australian Open 174 min
  • 3rd Last Match: vs Casper Ruud (3-1) hard Australian Open 174 min
  • 4th Last Match: vs Valentin Vacherot (3-0) hard Australian Open 174 min
  • 5th Last Match: vs Dane Sweeny (3-0) hard Australian Open 174 min

Head-to-Head (Last 2 Seasons)

1
Adrian Mannarino
vs
1
Ben Shelton
Hard
1 - 1
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

This Round of 16 match in Dallas, TX is on indoor/outdoor hard courts at a 500-level event. Ben Shelton is the clear favorite against Adrian Mannarino: Shelton 77.65% vs Mannarino 22.35%, with an expected total of about 23.09 games in the match.

Match Analysis

Shelton arrives ranked 9 with a form index of 78.51 and an Elo of 3844.93; Mannarino is ranked 70 with a form index of 53.96 and an Elo of 842.58. Fatigue figures show Shelton has logged 97 minutes in the tournament so far versus Mannarino’s 84 minutes. On hard courts Mannarino’s surface strength index is 7.09 versus Shelton’s 25.63; both are modest, but Shelton’s profile is stronger across key metrics. The mean serve index gap is large (Shelton 98.11 vs Mannarino 73.72), and the mean return index gap is likewise significant (Shelton 89.32 vs Mannarino 62.27), so serve and return edges both favor Shelton. Recent form underlines those differences. Mannarino has two wins and a loss in his last three matches, including a straight-sets win in Dallas over Adam Walton and a straight-sets loss to Felix Auger-Aliassime in Montpellier. Shelton is also 2-1 in his last three, beating Gabriel Diallo most recently and recording a notable earlier win over Casper Ruud, with a straight-sets loss to Jannik Sinner at the Australian Open. Those results and the higher Elo and serve/return indices point to a matchup where Shelton’s power and consistency should control many exchanges.

Total Games Predictions

🎾
Expected Total Games in Match 23.1 Most likely outcome: 23 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 this hard-court match is elevated: predicted aces total 21.23, reflecting Shelton’s very high serve index. The double faults prediction is relatively low with expected double faults of 4.86, consistent with both players’ professional serving standards on a medium-paced hard surface. Given Shelton’s significantly higher serve rating, he will likely contribute the bulk of the predicted aces.
🎯
Expected Total Aces 21.2 Most likely: 21 aces
Expected Total Double Faults 4.9 Most likely: 4 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

Shelton’s superior Elo, much stronger serve/return indices and recent form give him the edge in Dallas. The key factor to watch is Shelton’s serve effectiveness—if he maintains high ace and free-point production, the match should swing decisively in his favor.

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