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

Matteo Arnaldi vs James Duckworth: AI Prediction | Games, Spread, Aces & Double Faults

Matteo Arnaldi

Rank: #34
58%
VS

James Duckworth

Rank: #79
42%
Expected Total Games: 38.9
Predicted Winner: Matteo Arnaldi

Why the Model Favors Matteo Arnaldi

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

Recent record by level +8.3 Matteo Arnaldi
Serve & return game +4.8 James Duckworth
Age +4.7 Matteo Arnaldi
Surface fit +2.2 Matteo Arnaldi
Overall record & opposition quality +1.8 James Duckworth

Starting from an even matchup, these factors move the model to 58% for Matteo Arnaldi. Computed with gradient-based attribution on our neural network, not editorial opinion. How to read this →

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Player Metrics

Matteo Arnaldi

Form Index: 36.4
ELO Rating: 1653.9
Glicko2 Rating: 1643.6
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 12.5
Clay: 34.2
Grass: 4.1
Serve Rating: 95.4
Return Rating: 88.2

James Duckworth

Form Index: 47.7
ELO Rating: 1626.7
Glicko2 Rating: 1611.8
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 20.3
Clay: 9.6
Grass: 11.1
Serve Rating: 95.8
Return Rating: 84.7

Recent Matches

Matteo Arnaldi

James Duckworth

  • Last Match: vs Arthur Fery (0-1) hard Winston Salem 59 min
  • 2nd Last Match: vs Fabian Marozsan (2-1) hard Winston Salem 150 min
  • 3rd Last Match: vs Lorenzo Sonego (2-0) hard Winston Salem 104 min
  • 4th Last Match: vs Mariano Navone (2-0) hard Winston Salem 112 min
  • 5th Last Match: vs Quinn Vandecasteele (2-0) hard Winston Salem 71 min

Head-to-Head (Last 2 Seasons)

0
Matteo Arnaldi
vs
0
James Duckworth
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, Matteo Arnaldi is narrowly favored over James Duckworth. The model projects Arnaldi to win with a 58.15% probability versus 41.85% for Duckworth. The expected total number of games in the match is 38.88.

Match Analysis

The model's edge for Arnaldi comes mainly from his recent record by level, with that factor contributing the largest move toward him. Arnaldi is ranked 34, with a form index of 36.40 and an Elo of 1653.94. He arrives with no tournament fatigue and a surface strength index of 12.54. Duckworth sits at rank 79, with a higher form index of 47.73 and Elo of 1626.69, also showing no accumulated fatigue and a surface strength index of 20.25. Age also nudges the prediction toward Arnaldi by 4.7 percentage points, while surface fit adds a smaller advantage for him by 2.2 points. Serve and return trends give Duckworth some counterweight. The serve and return game factor moved 4.8 points toward Duckworth in the model. Both players have similar mean serve indices (Arnaldi 95.42, Duckworth 95.80), so a big serve gap is not present. Arnaldi does have the better mean return index (88.17 versus 84.74), which supports the model emphasis on his recent level results. Over their last three matches Arnaldi is 1-2 with a hard court win in Toronto and two recent losses in Toronto and Cincinnati. Duckworth is 2-1 in his last three, with wins in Winston Salem including a long 150 minute match and a quicker loss in a shorter match.

Total Games Predictions

🎾
Expected Total Games in Match 38.9 Most likely outcome: 37 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Matteo Arnaldi versus James Duckworth. 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 Matteo Arnaldi versus James Duckworth. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Matteo Arnaldi - James Duckworth) +0.7 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 Matteo Arnaldi versus James Duckworth. Positive values indicate Matteo Arnaldi winning more games, negative values indicate James Duckworth winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Matteo Arnaldi versus James Duckworth. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction calls for 18.17 total aces in the match, with predicted aces split of 9.96 for Arnaldi and 8.44 for Duckworth. The double faults prediction is 10.04 total, split as 5.10 for Arnaldi and 4.94 for Duckworth. On medium-paced hard courts this level of predicted aces and expected double faults fits the surface profile, which rewards both power and return ability. The serve ratings are nearly identical, and the per player ace projections reflect that balance: 9.96 and 8.44 respectively.
🎯
Expected Total Aces 18.2 Most likely: 16 aces Per player: Matteo Arnaldi 10.0 + James Duckworth 8.4
Expected Total Double Faults 10.0 Most likely: 9 double faults Per player: Matteo Arnaldi 5.1 + James Duckworth 4.9

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Matteo Arnaldi versus James Duckworth. 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 Matteo Arnaldi versus James Duckworth. The curve shows the cumulative probability for each aces threshold.

🎯 Aces by Player

Matteo Arnaldi

Expected 10.0 aces

Probability distribution for the aces Matteo Arnaldi serves in this match.
James Duckworth

Expected 8.4 aces

Probability distribution for the aces James Duckworth serves in this match.

Double Faults Probability Distribution

Distribution

Probability of each double fault count outcome

Probability distribution chart for double faults in Matteo Arnaldi versus James Duckworth. 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 Matteo Arnaldi versus James Duckworth. The curve shows the cumulative probability for each double faults threshold.

Double Faults by Player

Matteo Arnaldi

Expected 5.1 double faults

Probability distribution for the double faults Matteo Arnaldi serves in this match.
James Duckworth

Expected 4.9 double faults

Probability distribution for the double faults James Duckworth serves in this match.

🎯 Match Format Predictions

Tiebreak Likelihood

Probability that any tiebreak is played in this match

40.3% Predicted: No tiebreak

Exact Score Distribution BO5

Probability of each set-by-set outcome (Matteo Arnaldi's perspective)

3-0 Most likely set score (24.4%)
Probability distribution of the final set score from Matteo Arnaldi's perspective. Format: BO5.

Final Prediction

Arnaldi’s edge is driven most by his recent record at comparable tournament levels. Expect the contest to be decided by return effectiveness and a few key service games. Watch Arnaldi’s return aggression early on, as it could define momentum against Duckworth’s steady serving.

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