Washington DC, U.S.A. Hard Atp 500 Round of 16

Aleksandar Vukic vs Lorenzo Musetti: AI Prediction | Games, Spread, Aces & Double Faults

Aleksandar Vukic

Rank: #105
24%
VS

Lorenzo Musetti

Rank: #15
76%
Expected Total Games: 24.7
Predicted Winner: Lorenzo Musetti

Why the Model Favors Lorenzo Musetti

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

Recent record by level +7.3 Lorenzo Musetti
Overall strength +6.4 Lorenzo Musetti
Surface fit +4.9 Lorenzo Musetti
Recent form +4.2 Lorenzo Musetti
Serve & return game +2.3 Aleksandar Vukic

Starting from an even matchup, these factors move the model to 76% for Lorenzo Musetti. Computed with gradient-based attribution on our neural network — not editorial opinion. How to read this →

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Player Metrics

Aleksandar Vukic

Form Index: 41.7
ELO Rating: 1498.9
Glicko2 Rating: 1542.1
Current Fatigue (minutes): 171.0
Surface Strength:
Hard: 16.3
Clay: 3.1
Grass: 11.4
Serve Rating: 96.6
Return Rating: 85.8

Lorenzo Musetti

Form Index: 39.4
ELO Rating: 1858.6
Glicko2 Rating: 1900.6
Current Fatigue (minutes): 40.0
Surface Strength:
Hard: 39.5
Clay: 42.7
Grass: 31.9
Serve Rating: 96.4
Return Rating: 88.8

Recent Matches

Aleksandar Vukic

  • Last Match: vs Zachary Svajda (2-0) hard Washington 50 min
  • 2nd Last Match: vs Alex Bolt (2-0) hard Washington 49 min
  • 3rd Last Match: vs Aziz Dougaz (2-0) hard Washington 72 min
  • 4th Last Match: vs Jenson Brooksby (0-3) grass Wimbledon 174 min
  • 5th Last Match: vs Jenson Brooksby (0-2) grass Eastbourne 84 min

Lorenzo Musetti

Head-to-Head (Last 2 Seasons)

0
Aleksandar Vukic
vs
0
Lorenzo Musetti
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

In Washington (DC), round of 16 on hard courts at an ATP 500-level event, Lorenzo Musetti is favoured to beat Aleksandar Vukic. The model projects Musetti to win with a 75.56% probability against Vukic’s 24.44%, and expects about 24.7 total games in the match.

Match Analysis

The model’s edge for Musetti comes mainly from his superior recent results at comparable tournament levels and his overall strength: recent record by level contributes +7.3 percentage points and overall strength adds +6.4 toward Musetti. That aligns with Musetti’s higher Elo (1858.6 vs Vukic’s 1498.9) and his top-15 ranking versus Vukic at 105. Surface fit (+4.9 to Musetti) also matters—Musetti’s surface strength index (39.47) sits well above Vukic’s (16.33), suggesting he adapts better to hard-court conditions. Recent form (+4.2 to Musetti) nudges the prediction further in his favor despite both players showing similar proprietary form indices (Vukic 41.7, Musetti 39.4). Serve & return balance is the lone factor tilting slightly to Vukic (+2.3 toward Vukic), but the two players’ mean serve indices are nearly identical (Vukic 96.58, Musetti 96.36), so there’s no large serving gap. Fatigue is a practical concern: Vukic has already logged 171 minutes in this event versus Musetti’s 40, which could dampen Vukic’s legs and shift tight moments to the Italian. Over their last three matches here, Vukic has been consistent—three straight wins in Washington with relatively short matches—while Musetti has mixed form, coming off a quick win in Washington and earlier deeper battles on clay in Rome.

Total Games Predictions

🎾
Expected Total Games in Match 24.7 Most likely outcome: 24 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

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

Games Spread Predictions

📈
Expected Games Spread (Aleksandar Vukic - Lorenzo Musetti) -3.7 Most likely spread: -4 (Lorenzo Musetti wins 4 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Aleksandar Vukic versus Lorenzo Musetti. Positive values indicate Aleksandar Vukic winning more games, negative values indicate Lorenzo Musetti winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Aleksandar Vukic versus Lorenzo Musetti. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction for the match is 11.03 total, with a double faults prediction of 3.97. On medium-paced hard courts, the expected aces are moderate and the expected double faults are low-to-moderate. Because neither player shows a significantly higher serve rating, the predicted aces reflect two similarly dangerous but not overwhelming servers.
🎯
Expected Total Aces 11.0 Most likely: 11 aces
Expected Total Double Faults 4.0 Most likely: 3 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Aleksandar Vukic versus Lorenzo Musetti. 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 Aleksandar Vukic versus Lorenzo Musetti. 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 Aleksandar Vukic versus Lorenzo Musetti. 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 Aleksandar Vukic versus Lorenzo Musetti. 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

38.3% Predicted: No tiebreak

Exact Score Distribution BO3

Probability of each set-by-set outcome (Aleksandar Vukic's perspective)

0-2 Most likely set score (51.4%)
Probability distribution of the final set score from Aleksandar Vukic's perspective. Format: BO3.

Final Prediction

Musetti’s projected advantage is driven chiefly by recent record by level and overall strength—his Elo, ranking and better surface fit underpin the probability gap. Key factor to watch: Vukic’s accumulated court time and how it affects his movement and late-point execution; if fatigue shows, Musetti’s edge should widen.

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