Winston Salem NC, U.S.A. Hard Atp 250 Round of 32

Adrian Mannarino vs Lorenzo Sonego: AI Prediction | Games, Spread, Aces & Double Faults

Adrian Mannarino

Rank: #52
36%
VS

Lorenzo Sonego

Rank: #88
64%
Expected Total Games: 23.3
Predicted Winner: Lorenzo Sonego

Why the Model Favors Lorenzo Sonego

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

Recent form +5.4 Lorenzo Sonego
Age +3.7 Lorenzo Sonego
Surface fit +1.9 Lorenzo Sonego
Overall record & opposition quality +1.4 Lorenzo Sonego
Fatigue & recent workload +1.4 Adrian Mannarino

Starting from an even matchup, these factors move the model to 64% for Lorenzo Sonego. 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: 27.8
ELO Rating: 1509.9
Glicko2 Rating: 1569.8
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 18.2
Clay: 0.0
Grass: 22.1
Serve Rating: 96.1
Return Rating: 89.5

Lorenzo Sonego

Form Index: 44.4
ELO Rating: 1622.3
Glicko2 Rating: 1625.5
Current Fatigue (minutes): 159.0
Surface Strength:
Hard: 22.7
Clay: 12.4
Grass: 24.3
Serve Rating: 96.0
Return Rating: 85.5

Recent Matches

Adrian Mannarino

  • Last Match: vs Denis Shapovalov (0-2) hard Cincinnati 85 min
  • 2nd Last Match: vs Jacob Fearnley (0-2) hard Toronto 113 min
  • 3rd Last Match: vs Alex Michelsen (0-2) hard Washington 107 min
  • 4th Last Match: vs Learner Tien (2-0) hard Washington 82 min
  • 5th Last Match: vs Alex de Minaur (0-3) grass Wimbledon 174 min

Lorenzo Sonego

Head-to-Head (Last 2 Seasons)

0
Adrian Mannarino
vs
0
Lorenzo Sonego
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

Winston-Salem, North Carolina. Round of 32 on hard courts at an ATP 250 event. Lorenzo Sonego is the pick here, with a 63.52% probability to win against Adrian Mannarino, who has a 36.48% chance. The model expects a relatively short match, about 23.26 total games.

Match Analysis

The model's edge for Sonego comes mainly from recent form and age. Sonego posts a higher form index (44.45 versus Mannarino 27.82) and a superior Elo rating (1622.26 versus 1509.86). Those factors combine with a slightly better surface strength index for Sonego (22.65 versus Mannarino 18.19) to push the prediction his way. Mannarino benefits from zero cumulative fatigue in this event versus Sonego’s 159 minutes, a workload factor that moves the projection modestly toward Mannarino, but not enough to offset Sonego’s form and Elo advantage. Looking at profiles, Mannarino is the higher-ranked player (52 to 88) and brings a very strong mean return index (89.50) alongside an elite mean serve index (96.11). Sonego posts a comparable mean serve index (96.04) and a solid return index (85.51). Neither player has a serve index gap greater than five points, so serve ratings are essentially matched. Recent results tell the same story: Mannarino has lost his last three matches on hard courts in straight sets, while Sonego has two wins in his last three, including a 2-1 victory at Winston-Salem over Pierre-Hugues Herbert and a straight-sets win over Juncheng Shang in Cincinnati. Those recent outcomes feed the model’s preference for Sonego.

Total Games Predictions

🎾
Expected Total Games in Match 23.3 Most likely outcome: 22 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

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

Games Spread Predictions

📈
Expected Games Spread (Adrian Mannarino - Lorenzo Sonego) -0.7 Most likely spread: -1 (Lorenzo Sonego wins 1 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

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

Probability of spread ≤ X

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

Aces and Double Faults Predictions

Aces prediction for the match is 12.1 total, with predicted aces split 5.12 for Mannarino and 7.16 for Sonego. Expected double faults for the match are 5.37, split 2.74 for Mannarino and 2.64 for Sonego. Hard courts are medium paced with a consistent bounce, so these projected aces and expected double faults fit the surface pattern. Despite nearly identical mean serve indices, the per player ace projections give Sonego the slight edge at 7.16 aces versus 5.12 for Mannarino.
🎯
Expected Total Aces 12.1 Most likely: 10 aces Per player: Adrian Mannarino 5.1 + Lorenzo Sonego 7.2
Expected Total Double Faults 5.4 Most likely: 4 double faults Per player: Adrian Mannarino 2.7 + Lorenzo Sonego 2.6

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Adrian Mannarino versus Lorenzo Sonego. 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 Lorenzo Sonego. The curve shows the cumulative probability for each aces threshold.

🎯 Aces by Player

Adrian Mannarino

Expected 5.1 aces

Probability distribution for the aces Adrian Mannarino serves in this match.
Lorenzo Sonego

Expected 7.2 aces

Probability distribution for the aces Lorenzo Sonego serves in this match.

Double Faults Probability Distribution

Distribution

Probability of each double fault count outcome

Probability distribution chart for double faults in Adrian Mannarino versus Lorenzo Sonego. The chart shows the predicted probability for each double-fault count.
Cumulative Probability (CDF)

Probability of double faults ≤ X

Cumulative distribution function chart for double faults in Adrian Mannarino versus Lorenzo Sonego. The curve shows the cumulative probability for each double faults threshold.

Double Faults by Player

Adrian Mannarino

Expected 2.7 double faults

Probability distribution for the double faults Adrian Mannarino serves in this match.
Lorenzo Sonego

Expected 2.6 double faults

Probability distribution for the double faults Lorenzo Sonego serves in this match.

🎯 Match Format Predictions

Tiebreak Likelihood

Probability that any tiebreak is played in this match

39.2% Predicted: No tiebreak

Exact Score Distribution BO3

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

0-2 Most likely set score (33.8%)
Probability distribution of the final set score from Adrian Mannarino's perspective. Format: BO3.

Final Prediction

Sonego’s recent form is the top model driver and explains most of his edge here. The match will likely turn on whether Mannarino can convert his return strength into early breaks and whether Sonego can handle the extra minutes on court he has already played this week.

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