Estoril Portugal Clay Atp 250 Round of 32

Titouan Droguet vs Camilo Ugo Carabelli: AI Prediction | Games, Spread, Aces & Double Faults

Titouan Droguet

Rank: #116
52%
VS

Camilo Ugo Carabelli

Rank: #58
48%
Expected Total Games: 23.8
Predicted Winner: Titouan Droguet

Why the Model Favors Titouan Droguet

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

Surface fit +4.6 Titouan Droguet
Overall strength +1.7 Camilo Ugo Carabelli
Serve & return game +0.8 Titouan Droguet
Age +0.8 Titouan Droguet
Recent form +0.7 Camilo Ugo Carabelli

Starting from an even matchup, these factors move the model to 52% 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

Titouan Droguet

Form Index: 35.0
ELO Rating: 1558.1
Glicko2 Rating: 1699.3
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 16.5
Clay: 18.1
Grass: 9.1
Serve Rating: 97.0
Return Rating: 92.9

Camilo Ugo Carabelli

Form Index: 36.6
ELO Rating: 1607.9
Glicko2 Rating: 1663.5
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 15.8
Clay: 21.8
Grass: 3.8
Serve Rating: 94.7
Return Rating: 86.6

Recent Matches

Titouan Droguet

Camilo Ugo Carabelli

Head-to-Head (Last 2 Seasons)

0
Titouan Droguet
vs
0
Camilo Ugo Carabelli
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

At the Estoril 250 in Portugal, Round of 32 on clay, the projection slightly favors Titouan Droguet over Camilo Ugo Carabelli in what should be a tight, baseline-heavy matchup. The model gives Droguet a 52.29% chance to win against Carabelli’s 47.71%, with a predicted total of roughly 23.82 games in the match.

Match Analysis

The model’s edge for Droguet comes mainly from surface fit, with a 4.6-point boost toward him, supported by his strong serve-and-return profile. Droguet sits No. 116 with an Elo of 1558.13 and a form index of 35.0; his surface strength index on clay is 18.08. Carabelli is higher ranked at No. 58 with a superior Elo (1607.88) and a slightly higher form index (36.65), which contributes 1.7 points toward Carabelli in the model. Neither player carries tournament fatigue (both at 0.0 minutes). Serve/return dynamics tilt modestly to Droguet: his mean serve index is 97.00 versus Carabelli’s 94.69 (a small gap), while his mean return index (92.85) is meaningfully higher than Carabelli’s (86.58) by over 6 points — a differential likely to matter on clay where breaking serve is easier. Recent form is mixed: both players entered this stretch with two wins followed by a loss in Umag. Droguet beat Luca Van Assche and Alexander Blockx before falling to Daniel Merida; those matches included two three-set affairs (124 and 113 minutes). Carabelli put together wins over Pablo Carreno Busta and Marko Topo but then lost to Roman Burruchaga, also after long matches (164 and 183 minutes earlier), suggesting both have been tested physically.

Total Games Predictions

🎾
Expected Total Games in Match 23.8 Most likely outcome: 23 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

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

Games Spread Predictions

📈
Expected Games Spread (Titouan Droguet - Camilo Ugo Carabelli) +0.3 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 Titouan Droguet versus Camilo Ugo Carabelli. Positive values indicate Titouan Droguet winning more games, negative values indicate Camilo Ugo Carabelli winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

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

Aces and Double Faults Predictions

Aces prediction is modest: the predicted aces for the match are about 8.98, and the expected double faults sit near 5.01. On slow clay, predicted aces tend to be lower because the higher bounce reduces free points, while expected double faults can creep up in extended rallies and long matches. Droguet’s marginally higher serve index could lift the ace count slightly, but the surface will blunt big-serving advantages.
🎯
Expected Total Aces 9.0 Most likely: 8 aces
Expected Total Double Faults 5.0 Most likely: 5 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Titouan Droguet versus Camilo Ugo Carabelli. 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 Titouan Droguet versus Camilo Ugo Carabelli. 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 Titouan Droguet versus Camilo Ugo Carabelli. 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 Titouan Droguet versus Camilo Ugo Carabelli. 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

39.8% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Titouan Droguet's perspective)

0-2 Most likely set score (29.2%)
Probability distribution of the final set score from Titouan Droguet's perspective. Format: BO3.

Final Prediction

Droguet’s slight edge comes primarily from surface fit and his stronger return metrics, which the model marks as decisive. Watch return effectiveness early — if Droguet breaks quickly he elevates his chances; if Carabelli can hold comfortably, his overall strength and higher ranking will keep the match tight.

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