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

Mattia Bellucci vs Luciano Darderi: AI Prediction | Games, Spread, Aces & Double Faults

Mattia Bellucci

Rank: #81
47%
VS

Luciano Darderi

Rank: #20
53%
Expected Total Games: 24.1
Predicted Winner: Luciano Darderi

Why the Model Favors Luciano Darderi

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

Recent form +3.1 Mattia Bellucci
Overall strength +2.8 Luciano Darderi
Overall record & opposition quality +2.3 Luciano Darderi
Surface fit +1.7 Mattia Bellucci
Serve & return game +1.1 Mattia Bellucci

Starting from an even matchup, these factors move the model to 53% for Luciano Darderi. Computed with gradient-based attribution on our neural network, not editorial opinion. How to read this →

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Player Metrics

Mattia Bellucci

Form Index: 46.5
ELO Rating: 1615.5
Glicko2 Rating: 1653.1
Current Fatigue (minutes): 151.0
Surface Strength:
Hard: 16.0
Clay: 10.3
Grass: 18.9
Serve Rating: 96.6
Return Rating: 86.5

Luciano Darderi

Form Index: 41.7
ELO Rating: 1720.5
Glicko2 Rating: 1788.8
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 22.3
Clay: 32.5
Grass: 15.5
Serve Rating: 95.5
Return Rating: 87.1

Recent Matches

Mattia Bellucci

Luciano Darderi

Head-to-Head (Last 2 Seasons)

0
Mattia Bellucci
vs
1
Luciano Darderi
Hard
0 - 0
Clay
0 - 1
Grass
0 - 0

Key Prediction Insights

Winston Salem round of 32 on hard courts in North Carolina sets up Mattia Bellucci versus Luciano Darderi in an ATP 250 event. The model narrowly favors Luciano Darderi to win, 53.49 percent to 46.51 percent for Bellucci, with a predicted total of about 24.08 games in the match.

Match Analysis

The model's edge for Darderi comes mainly from his overall strength and the quality of his recent opposition. Darderi is the higher-ranked player at 20 versus Bellucci at 81, and his Elo sits at 1720 versus Bellucci at 1615. Those two factors combined net a few percentage points toward Darderi. Match-level results against tougher opponents also push the probability his way. Counterbalancing that is Bellucci's recent form and surface fit, which the explainability engine credits toward him. Bellucci has a slightly higher form index at 46.54 versus Darderi at 41.70, and he arrives having already recorded a hard court win in Winston Salem. Bellucci also posts strong serve and return indices, 96.56 and 86.52 respectively, which give him tactical tools on a medium-paced hard court. Fatigue is a clear variable. Bellucci has logged 151 minutes at this event so far, while Darderi shows zero cumulative minutes, so physical freshness favors Darderi. Over the last three matches Bellucci is 2 and 1, with two long encounters including a 171 minute match in Cincinnati. Darderi is 1 and 2 across his most recent three, with two straight set losses in his latest events after an earlier win over Nuno Borges.

Total Games Predictions

🎾
Expected Total Games in Match 24.1 Most likely outcome: 23 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Mattia Bellucci versus Luciano Darderi. 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 Mattia Bellucci versus Luciano Darderi. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Mattia Bellucci - Luciano Darderi) -1.0 Most likely spread: -2 (Luciano Darderi wins 2 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Mattia Bellucci versus Luciano Darderi. Positive values indicate Mattia Bellucci winning more games, negative values indicate Luciano Darderi winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Mattia Bellucci versus Luciano Darderi. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

Aces prediction for the match totals about 14.3, with the predicted aces split at 7.63 for Bellucci and 7.12 for Darderi. The double faults prediction is 5.86 for the match, split 3.07 for Bellucci and 2.81 for Darderi. On a medium-paced hard court the expected aces are moderate, which matches the predicted aces and expected double faults. Neither player posts a significantly higher serve index, and the per player ace projections reflect a close serving contest at 7.63 versus 7.12.
🎯
Expected Total Aces 14.3 Most likely: 12 aces Per player: Mattia Bellucci 7.6 + Luciano Darderi 7.1
Expected Total Double Faults 5.9 Most likely: 4 double faults Per player: Mattia Bellucci 3.1 + Luciano Darderi 2.8

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Mattia Bellucci versus Luciano Darderi. 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 Mattia Bellucci versus Luciano Darderi. The curve shows the cumulative probability for each aces threshold.

🎯 Aces by Player

Mattia Bellucci

Expected 7.6 aces

Probability distribution for the aces Mattia Bellucci serves in this match.
Luciano Darderi

Expected 7.1 aces

Probability distribution for the aces Luciano Darderi serves in this match.

Double Faults Probability Distribution

Distribution

Probability of each double fault count outcome

Probability distribution chart for double faults in Mattia Bellucci versus Luciano Darderi. 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 Mattia Bellucci versus Luciano Darderi. The curve shows the cumulative probability for each double faults threshold.

Double Faults by Player

Mattia Bellucci

Expected 3.1 double faults

Probability distribution for the double faults Mattia Bellucci serves in this match.
Luciano Darderi

Expected 2.8 double faults

Probability distribution for the double faults Luciano Darderi serves in this match.

🎯 Match Format Predictions

Tiebreak Likelihood

Probability that any tiebreak is played in this match

48.1% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Mattia Bellucci's perspective)

0-2 Most likely set score (31.9%)
Probability distribution of the final set score from Mattia Bellucci's perspective. Format: BO3.

Final Prediction

Darderi’s slight edge stems from higher overall strength and the quality of opponents he has faced, even though the top model factor by magnitude favors Bellucci’s recent form. Watch Bellucci’s fitness and court time as the key factor that could swing this tight match.

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