Washington DC, U.S.A. Hard Atp 500 Round of 32

Martin Damm vs Ben Shelton: AI Prediction | Games, Spread, Aces & Double Faults

Martin Damm

Rank: #104
34%
VS

Ben Shelton

Rank: #8
66%
Expected Total Games: 25.1
Predicted Winner: Ben Shelton

Why the Model Favors Ben Shelton

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

Overall strength +8.3 Ben Shelton
Recent record by level +4.6 Ben Shelton
Serve & return game +1.9 Ben Shelton
Age +1.9 Martin Damm
Surface fit +1.2 Ben Shelton

Starting from an even matchup, these factors move the model to 66% for Ben Shelton. Computed with gradient-based attribution on our neural network — not editorial opinion. How to read this →

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Player Metrics

Martin Damm

Form Index: 55.0
ELO Rating: 1661.9
Glicko2 Rating: 1723.6
Current Fatigue (minutes): 191.0
Surface Strength:
Hard: 26.3
Clay: 15.3
Grass: 12.6
Serve Rating: 97.7
Return Rating: 86.4

Ben Shelton

Form Index: 32.3
ELO Rating: 1731.5
Glicko2 Rating: 1872.0
Current Fatigue (minutes): 0.0
Surface Strength:
Hard: 37.4
Clay: 27.7
Grass: 37.0
Serve Rating: 97.2
Return Rating: 85.3

Recent Matches

Martin Damm

Ben Shelton

  • Last Match: vs Otto Virtanen (2-3) grass Wimbledon 174 min
  • 2nd Last Match: vs Taylor Fritz (1-2) grass Halle 165 min
  • 3rd Last Match: vs Ethan Quinn (2-1) grass Halle 137 min
  • 4th Last Match: vs Lorenzo Sonego (2-0) grass Halle 79 min
  • 5th Last Match: vs Taylor Fritz (2-1) grass Stuttgart 108 min

Head-to-Head (Last 2 Seasons)

0
Martin Damm
vs
0
Ben Shelton
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

At Washington (hard court, Round of 32, 2026 ATP 500 event in DC), Ben Shelton is favored to progress past Martin Damm. The model projects Shelton to win with a 65.51% probability against Damm’s 34.49%, and forecasts a relatively short, two- to three-set encounter with an expected 25.08 total games.

Match Analysis

The model’s edge for Shelton stems primarily from overall strength (+8.3 percentage points) and recent record by level (+4.6), with additional small contributions from serve & return (+1.9) and surface fit (+1.2). Age slightly favors Damm (+1.9 toward him), but it is not enough to offset Shelton’s higher standing. Shelton arrives with a much higher ranking (8 vs 104) and a superior Elo (1731.50 vs 1661.88), which are the backbone of the “overall strength” advantage. Damm, however, shows a higher form index (≈55) compared with Shelton (≈32), indicating sharper recent match-level performance even though the model still favors Shelton. Fatigue and surface numbers matter here. Damm has logged 191 minutes already in Washington; Shelton is fresh with 0 tournament minutes, which will count in a compact event week. Surface-strength indices slightly favor Shelton (37.41 vs 26.30), aligning with the small surface-fit boost in the model. Both players boast very similar mean serve indices (≈97.7 vs 97.2) and return indices (≈86.4 vs 85.3), so no significant single-handed serve/return gap is expected. Over their last three matches, Damm has two wins in Washington and a straight-sets loss at Wimbledon; Shelton has one win at Halle and two tight losses (Halle and Wimbledon), reflecting contrasting recent trajectories but stronger underlying metrics for Shelton.

Total Games Predictions

🎾
Expected Total Games in Match 25.1 Most likely outcome: 25 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Martin Damm versus Ben Shelton. 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 Martin Damm versus Ben Shelton. The curve rises from 0% to 100%, showing the cumulative probability for each games total threshold.

Games Spread Predictions

📈
Expected Games Spread (Martin Damm - Ben Shelton) -1.6 Most likely spread: -2 (Ben Shelton wins 2 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Martin Damm versus Ben Shelton. Positive values indicate Martin Damm winning more games, negative values indicate Ben Shelton winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

Cumulative distribution function chart for games spread in Martin Damm versus Ben Shelton. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction for this match is high: the predicted aces total is 22.09, reflecting both players’ big-serving profiles on a medium-paced hard court. The double faults prediction is modest, with expected double faults of 6.9 for the match. Hard courts here typically produce a balanced but still elevated ace count compared with slower surfaces, and because neither player has a significantly higher serve rating, the predicted aces will likely be shared rather than lopsided.
🎯
Expected Total Aces 22.1 Most likely: 22 aces
Expected Total Double Faults 6.9 Most likely: 6 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Martin Damm versus Ben Shelton. 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 Martin Damm versus Ben Shelton. 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 Martin Damm versus Ben Shelton. 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 Martin Damm versus Ben Shelton. 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

58.3% Predicted: Tiebreak likely

Exact Score Distribution BO3

Probability of each set-by-set outcome (Martin Damm's perspective)

0-2 Most likely set score (38.3%)
Probability distribution of the final set score from Martin Damm's perspective. Format: BO3.

Final Prediction

Shelton’s edge comes mainly from his overall strength (rank and Elo), which the model identifies as the decisive factor. Watch Damm’s fatigue and whether he can sustain depth and return intensity late in rallies — that will be the match’s key variable.

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