Us Open NY, U.S.A. Hard Grand Slam Round of 128

Luciano Darderi vs Harry Wendelken: AI Prediction | Games, Spread, Aces & Double Faults

Luciano Darderi

Rank: #22
66%
VS

Harry Wendelken

Rank: #196
34%
Expected Total Games: 41.0
Predicted Winner: Luciano Darderi

Why the Model Favors Luciano Darderi

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

Overall strength +6.7 Luciano Darderi
Surface fit +3.4 Luciano Darderi
Recent form +1.8 Luciano Darderi
Serve & return game +1.6 Luciano Darderi
Overall record & opposition quality +1.3 Luciano Darderi

Starting from an even matchup, these factors move the model to 66% 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

Luciano Darderi

Form Index: 40.8
ELO Rating: 1712.6
Glicko2 Rating: 1784.2
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 22.2
Clay: 32.5
Grass: 15.5
Serve Rating: 96.2
Return Rating: 89.0

Harry Wendelken

Form Index: 59.2
ELO Rating: 1593.9
Glicko2 Rating: 1592.0
Current Fatigue (minutes): 522.0
Surface Strength:
Hard: 20.7
Clay: 7.8
Grass: 4.8
Serve Rating: 92.5
Return Rating: 86.7

Recent Matches

Luciano Darderi

  • Last Match: vs Botic van de Zandschulp (0-2) hard Winston Salem 68 min
  • 2nd Last Match: vs Mattia Bellucci (2-1) hard Winston Salem 140 min
  • 3rd Last Match: vs Rinky Hijikata (0-2) hard Cincinnati 72 min
  • 4th Last Match: vs Brandon Nakashima (0-2) hard Toronto 77 min
  • 5th Last Match: vs Nuno Borges (2-1) hard Toronto 142 min

Harry Wendelken

  • Last Match: vs Vilius Gaubas (2-1) hard Us Open 174 min
  • 2nd Last Match: vs Remy Bertola (2-1) hard Us Open 174 min
  • 3rd Last Match: vs Stefano Travaglia (2-1) hard Us Open 174 min
  • 4th Last Match: vs Valentin Royer (1-3) grass Wimbledon 174 min
  • 5th Last Match: vs Aleksandar Vukic (0-2) grass Eastbourne 99 min

Head-to-Head (Last 2 Seasons)

0
Luciano Darderi
vs
0
Harry Wendelken
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

At the 2026 US Open in New York, Round of 128 on hard courts, Luciano Darderi is projected to beat Harry Wendelken. The model gives Darderi a 65.58% chance to win versus 34.42% for Wendelken. The match is expected to run about 41.04 games in total.

Match Analysis

The model’s edge for Darderi stems mainly from his overall strength and better surface fit. Darderi is ranked 22 with an Elo of 1712.59 and a form index of 40.77. His surface strength index on hard courts is 22.16 and he arrives with zero minutes of fatigue from this event. Wendelken is ranked 196 with an Elo of 1593.87 and a higher form index of 59.23, but his surface strength index is slightly lower at 20.66 and he carries 522 minutes of fatigue into the match. Those differences help explain the 6.7 percentage point boost from overall strength and the 3.4 point contribution from surface fit toward Darderi. Serve and return metrics also favor Darderi modestly and contribute to the prediction. Darderi’s mean serve index is 96.20 and his mean return index is 88.96. Wendelken’s mean serve index is 92.45 and his mean return index is 86.67. Recent form adds another small edge to Darderi despite Wendelken’s streak at this tournament. Over the last three matches Darderi has one win and two losses, including a lengthy win over Mattia Bellucci and losses to higher rated opponents. Wendelken has won his three US Open matches so far, all in long affairs, which explains his accumulated fatigue but also shows resilience at this event.

Total Games Predictions

🎾
Expected Total Games in Match 41.0 Most likely outcome: 39 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

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

Games Spread Predictions

📈
Expected Games Spread (Luciano Darderi - Harry Wendelken) +2.6 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 Luciano Darderi versus Harry Wendelken. Positive values indicate Luciano Darderi winning more games, negative values indicate Harry Wendelken winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

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

Aces and Double Faults Predictions

The aces prediction calls for 16.75 total aces, with predicted aces of 9.08 for Darderi and 7.81 for Wendelken. The double faults prediction shows expected double faults of 8.58 in the match, split as 4.23 for Darderi and 4.35 for Wendelken. On medium paced hard courts, these expected aces and expected double faults fit the surface profile, offering a moderate number of big serves while rewarding consistent returning.
🎯
Expected Total Aces 16.8 Most likely: 14 aces Per player: Luciano Darderi 9.1 + Harry Wendelken 7.8
Expected Total Double Faults 8.6 Most likely: 7 double faults Per player: Luciano Darderi 4.2 + Harry Wendelken 4.3

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

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

🎯 Aces by Player

Luciano Darderi

Expected 9.1 aces

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

Expected 7.8 aces

Probability distribution for the aces Harry Wendelken serves in this match.

Double Faults Probability Distribution

Distribution

Probability of each double fault count outcome

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

Double Faults by Player

Luciano Darderi

Expected 4.2 double faults

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

Expected 4.3 double faults

Probability distribution for the double faults Harry Wendelken serves in this match.

🎯 Match Format Predictions

Tiebreak Likelihood

Probability that any tiebreak is played in this match

46.5% Predicted: No tiebreak

Exact Score Distribution BO5

Probability of each set-by-set outcome (Luciano Darderi's perspective)

3-0 Most likely set score (28.4%)
Probability distribution of the final set score from Luciano Darderi's perspective. Format: BO5.

Final Prediction

Darderi’s superior overall strength is the primary reason he is favored. Watch how fatigue and match length affect Wendelken; his ability to sustain level from long opening matches will be the key factor to watch.

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