Wimbledon Great Britain Grass Grand Slam Round of 128

Adrian Mannarino vs Titouan Droguet: AI Prediction | Games, Spread, Aces & Double Faults

Adrian Mannarino

Rank: #40
47%
VS

Titouan Droguet

Rank: #116
53%
Expected Total Games: 37.5
Predicted Winner: Titouan Droguet

Why the Model Favors Titouan Droguet

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

Recent record by level +7.9 Adrian Mannarino
Age +6.2 Titouan Droguet
Recent form +5.6 Adrian Mannarino
Overall strength +3.7 Adrian Mannarino
Overall record & opposition quality +2.6 Titouan Droguet

Starting from an even matchup, these factors move the model to 53% for Titouan Droguet. 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: 30.1
ELO Rating: 1519.5
Glicko2 Rating: 1563.3
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 21.2
Clay: 0.0
Grass: 22.0
Serve Rating: 96.3
Return Rating: 94.0

Titouan Droguet

Form Index: 36.3
ELO Rating: 1577.3
Glicko2 Rating: 1707.2
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 16.5
Clay: 16.4
Grass: 11.3
Serve Rating: 96.6
Return Rating: 87.0

Recent Matches

Adrian Mannarino

  • Last Match: vs Nuno Borges (0-2) grass Mallorca 95 min
  • 2nd Last Match: vs Arthur Fery (0-2) grass London 104 min
  • 3rd Last Match: vs Jakub Mensik (2-1) grass London 161 min
  • 4th Last Match: vs Alex de Minaur (0-2) grass S Hertogenbosch 80 min
  • 5th Last Match: vs Zhizhen Zhang (2-0) grass S Hertogenbosch 104 min

Titouan Droguet

  • Last Match: vs Jakub Mensik (0-3) clay Roland Garros 174 min
  • 2nd Last Match: vs Patrick Kypson (1-2) clay Rome 191 min
  • 3rd Last Match: vs Juan Cruz Martin Manzano (2-1) clay Rome 140 min
  • 4th Last Match: vs Benjamin Bonzi (1-2) clay Madrid 152 min
  • 5th Last Match: vs Yibing Wu (0-1) clay Madrid 88 min

Head-to-Head (Last 2 Seasons)

0
Adrian Mannarino
vs
0
Titouan Droguet
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

At Wimbledon in London, Round of 128 on grass, the model gives a narrow edge to Titouan Droguet. Predicted winner: Titouan Droguet (52.58%) over Adrian Mannarino (47.42%), with an expected total of about 37.5 games in the match.

Match Analysis

The model’s verdict is driven by a mix of contrasting signals. The single strongest driver is recent record by level, which actually leans toward Mannarino — his recent results at grass events and experience at this tier add 7.9 percentage points to his side. That said, Droguet picks up support from age (6.2 points toward Droguet) and overall record & opposition quality (2.6 toward Droguet), leaving the matchup finely balanced. Looking at the raw profiles, Mannarino is the higher-ranked player (No. 40) with an Elo of 1519.5, while Droguet sits at No. 116 but carries a higher Elo (1577.0). Form index slightly favors Droguet (35.95 vs 29.76). Both arrive fresh with zero accumulated fatigue in the event. Mannarino’s surface strength index on grass (21.98) is notably better than Droguet’s (11.32), which supports his comfort on the quick lawn. Serve metrics are almost identical—mean serve indices of 96.29 and 96.58—so neither can claim a clear serving advantage, but Mannarino’s mean return index (93.97) is over seven points higher than Droguet’s (87.00), a meaningful gap that suggests Mannarino can be more effective on return games even on fast grass. Recent form: Mannarino has gone 1–2 in his last three matches (two recent grass losses to Borges and Fery, and a win over Mensik), while Droguet is also 1–2, with a long clay swing and a win in Rome qualifying but back-to-back heavy defeats in big events.

Total Games Predictions

🎾
Expected Total Games in Match 37.5 Most likely outcome: 37 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

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

Games Spread Predictions

📈
Expected Games Spread (Adrian Mannarino - Titouan Droguet) -1.3 Most likely spread: -2 (Titouan Droguet wins 2 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

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

Probability of spread ≤ X

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

Aces and Double Faults Predictions

The aces prediction is high for a grass match: the model’s predicted aces sits at about 19.16 for the match, and the expected double faults are 6.82. Grass typically inflates ace counts because of the low, fast bounce; given both players have near-identical high serve indices, neither should dominate the ace tally, but the surface alone drives the predicted aces higher. For double faults prediction, modest totals reflect both players’ competent serving and the brief points common on grass.
🎯
Expected Total Aces 19.2 Most likely: 19 aces
Expected Total Double Faults 6.8 Most likely: 6 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Adrian Mannarino versus Titouan Droguet. 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 Titouan Droguet. 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 Titouan Droguet. 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 Titouan Droguet. 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

43.0% Predicted: No tiebreak

Exact Score Distribution BO5

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

3-0 Most likely set score (22.2%)
Probability distribution of the final set score from Adrian Mannarino's perspective. Format: BO5.

Final Prediction

Droguet’s marginal edge comes despite Mannarino’s advantage in the model’s top factor (recent record by level); age and the overall record/opposition-quality metric tilt the probability the other way. Key factor to watch: Mannarino’s superior return index — if he can convert return chances on grass, he can overturn Droguet’s slight pre-match edge.

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