London Great Britain Grass Atp 500 Round of 16

Adrian Mannarino vs Arthur Fery: AI Prediction | Games, Spread, Aces & Double Faults

Adrian Mannarino

Rank: #44
56%
VS

Arthur Fery

Rank: #140
44%
Expected Total Games: 24.6
Predicted Winner: Adrian Mannarino

Why the Model Favors Adrian Mannarino

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

Recent form +8.7 Adrian Mannarino
Age +8.7 Arthur Fery
Overall strength +6.3 Adrian Mannarino
Serve & return game +5.0 Arthur Fery
Recent record by level +2.9 Adrian Mannarino

Starting from an even matchup, these factors move the model to 56% for Adrian Mannarino. Computed with gradient-based attribution on our neural network — not editorial opinion. How to read this →

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Player Metrics

Adrian Mannarino

Form Index: 36.5
ELO Rating: 1547.7
Glicko2 Rating: 1587.3
Current Fatigue (minutes): 161.0
Surface Strength:
Hard: 21.1
Clay: 0.0
Grass: 26.3
Serve Rating: 95.6
Return Rating: 92.7

Arthur Fery

Form Index: 53.2
ELO Rating: 1616.5
Glicko2 Rating: 1658.9
Current Fatigue (minutes): 61.0
Surface Strength:
Hard: 21.6
Clay: 10.8
Grass: 9.8
Serve Rating: 93.2
Return Rating: 85.6

Recent Matches

Adrian Mannarino

  • Last Match: vs Jakub Mensik (2-1) grass London 161 min
  • 2nd Last Match: vs Alex de Minaur (0-2) grass S Hertogenbosch 80 min
  • 3rd Last Match: vs Zhizhen Zhang (2-0) grass S Hertogenbosch 104 min
  • 4th Last Match: vs Arthur Rinderknech (2-1) grass S Hertogenbosch 160 min
  • 5th Last Match: vs Gabriel Diallo (2-1) grass S Hertogenbosch 150 min

Arthur Fery

  • Last Match: vs Toby Samuel (1-0) grass London 61 min
  • 2nd Last Match: vs Pedro Martinez (1-2) clay Roland Garros 174 min
  • 3rd Last Match: vs Elias Ymer (2-0) clay Roland Garros 174 min
  • 4th Last Match: vs Max Hans Rehberg (0-2) clay Munich 109 min
  • 5th Last Match: vs Stefanos Tsitsipas (0-2) hard Miami 93 min

Head-to-Head (Last 2 Seasons)

0
Adrian Mannarino
vs
0
Arthur Fery
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

This Round of 16 clash in London (Great Britain) is on grass at a 500-level tournament. The model favors Adrian Mannarino to win (55.64%) over Arthur Fery (44.36%), with a predicted total of about 24.62 games in the match.

Match Analysis

The model’s edge for Mannarino is driven primarily by recent form and overall strength, though age and Fery’s serve/return profile pull the line the other way. Mannarino’s recent results on grass include a hard-fought win over Jakub Mensik and a solid victory over Zhizhen Zhang, giving him momentum even after a straight-sets loss to Alex de Minaur. That recent form component (+8.7 points toward Mannarino) and an additional bump from overall strength (+6.3) help tilt the prediction in his favour. Looking at the numbers: Mannarino is the higher-ranked player (No. 44 vs No. 140), but Fery carries the higher Elo (1616.5 vs 1547.7). Mannarino’s form index is 36.48 versus Fery’s 53.17, yet the model still credits Mannarino for recent-match resilience. Fatigue is material — Mannarino has 161 minutes on court in this event compared with Fery’s 61 — which could blunt Mannarino’s legs on quick grass points. Surface strength also favors Mannarino (26.30 vs 9.82), indicating more proven grass performance. Serve metrics are close (Mannarino 95.63, Fery 93.18), so no single server dominates, but Mannarino’s mean return index is notably higher (92.71 vs 85.64), a >5-point gap that supports his ability to break on fast surfaces. Over the last three matches Mannarino is 2–1 (long, taxing contests); Fery is also 2–1, including a short straight-sets win here in London and two marathon clay matches earlier in the season.

Total Games Predictions

🎾
Expected Total Games in Match 24.6 Most likely outcome: 24 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

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

Games Spread Predictions

📈
Expected Games Spread (Adrian Mannarino - Arthur Fery) +0.7 Most likely spread: 0 (even number of games won)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Adrian Mannarino versus Arthur Fery. Positive values indicate Adrian Mannarino winning more games, negative values indicate Arthur Fery winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

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

Aces and Double Faults Predictions

Aces prediction: the match is expected to produce about 10.31 aces, and the predicted aces total is consistent with grass being the fastest surface and favouring big serves. Double faults prediction: expected double faults sit near 3.84 for the match. With both players having similar serve ratings, neither should massively out-ace the other, but grass will elevate the overall ace count.
🎯
Expected Total Aces 10.3 Most likely: 10 aces
Expected Total Double Faults 3.8 Most likely: 3 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Adrian Mannarino versus Arthur Fery. 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 Adrian Mannarino versus Arthur Fery. 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 Adrian Mannarino versus Arthur Fery. 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 Adrian Mannarino versus Arthur Fery. 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

38.4% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Adrian Mannarino's perspective)

2-0 Most likely set score (36.8%)
Probability distribution of the final set score from Adrian Mannarino's perspective. Format: BO3.

Final Prediction

Mannarino’s edge comes chiefly from the model’s recent-form assessment, supported by a stronger grass profile and a marked advantage in return metrics. The key factor to watch is Mannarino’s return effectiveness against Fery’s serve—if his legs hold up, he’s likeliest to convert the narrow advantage.

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