Paris Paris Hard Masters 1000 Round of 16

Ben Shelton vs Arthur Rinderknech Prediction

Ben Shelton

Rank: #4
62%
VS

Arthur Rinderknech

Rank: #68
38%
Expected Total Games: 25.8
Predicted Winner: Ben Shelton

Why the Model Favors Ben Shelton

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

Overall strength +5.3 Ben Shelton
Recent form +3.9 Ben Shelton
Age +3.0 Ben Shelton
Surface fit +0.7 Ben Shelton
Head-to-head +0.7 Ben Shelton

Starting from an even matchup, these factors move the model to 62% 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

Ben Shelton

Form Index: 52.4
ELO Rating: 1975.6
Glicko2 Rating: 1922.6
Current Fatigue (minutes): 71.0
Surface Strength:
Hard: 51.1
Clay: 27.7
Grass: 37.0
Serve Rating: 97.7
Return Rating: 87.7

Arthur Rinderknech

Form Index: 56.5
ELO Rating: 1729.8
Glicko2 Rating: 1706.2
Current Fatigue (minutes): 164.0
Surface Strength:
Hard: 33.4
Clay: 19.3
Grass: 24.7
Serve Rating: 96.5
Return Rating: 83.9

Recent Matches

Ben Shelton
✅ ❌ ✅ ❌ ✅

Arthur Rinderknech
✅ ✅ ❌ ❌ ✅

Head-to-Head (Last 2 Seasons)

0
Ben Shelton
vs
1
Arthur Rinderknech
Hard
0 - 0
Clay
0 - 0
Grass
0 - 1

Key Prediction Insights

Shelton is favoured at 62% to Rinderknech’s 38%, with 25.8 games expected. In the Round of 16 in Paris, the numbers point to a competitive match rather than a clear-cut win.

Match Analysis

The ranking gap, fourth against 68th, reflects Shelton’s greater overall strength. He also has the stronger return game, which could matter against a Rinderknech serve that is close to his in the projected ace count. Shelton’s hard-court advantage is present but relatively small. Recent wins give both players something to build on: Shelton beat Cameron Norrie in straight sets, while Rinderknech did the same against Mattia Bellucci and also defeated Francisco Cerundolo in Paris. Shelton has spent 71 minutes on court this week, compared with Rinderknech’s 164, a substantial difference that could become relevant if the match runs long.

Total Games Predictions

🎾
Expected Total Games in Match 25.8 Most likely outcome: 25 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

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

Games Spread Predictions

📈
Expected Games Spread (Ben Shelton - Arthur Rinderknech) +1.7 Most likely spread: +1 (Ben Shelton wins 1 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

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

Probability of spread ≤ X

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

Aces and Double Faults Predictions

Shelton is projected for 10.7 aces and 2.5 double faults, while Rinderknech is projected for 10.7 aces and 2.8 double faults. Both have strong serve profiles, so the forecast expects similar ace output, with Rinderknech slightly more likely to give away points through double faults.
🎯
Expected Total Aces 19.1 Most likely: 19 aces Per player: Ben Shelton 10.7 + Arthur Rinderknech 10.7
❌
Expected Total Double Faults 5.3 Most likely: 4 double faults Per player: Ben Shelton 2.5 + Arthur Rinderknech 2.8

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Ben Shelton versus Arthur Rinderknech. 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 Ben Shelton versus Arthur Rinderknech. The curve shows the cumulative probability for each aces threshold.

🎯 Aces by Player

Ben Shelton

Expected 10.7 aces

Probability distribution for the aces Ben Shelton serves in this match.
Arthur Rinderknech

Expected 10.7 aces

Probability distribution for the aces Arthur Rinderknech serves in this match.

❌ Double Faults Probability Distribution

Distribution

Probability of each double fault count outcome

Probability distribution chart for double faults in Ben Shelton versus Arthur Rinderknech. 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 Ben Shelton versus Arthur Rinderknech. The curve shows the cumulative probability for each double faults threshold.

❌ Double Faults by Player

Ben Shelton

Expected 2.5 double faults

Probability distribution for the double faults Ben Shelton serves in this match.
Arthur Rinderknech

Expected 2.8 double faults

Probability distribution for the double faults Arthur Rinderknech serves in this match.

Match Format Predictions

Tiebreak Likelihood

Probability that any tiebreak is played in this match

57.1% Predicted: Tiebreak likely

Exact Score Distribution BO3

Probability of each set-by-set outcome (Ben Shelton's perspective)

2-0 Most likely set score (35.5%)
Probability distribution of the final set score from Ben Shelton's perspective. Format: BO3.

Final Prediction

Rinderknech’s serve gives him a credible way to keep Shelton from gaining much ground on return. If he maintains that pressure deep into the match, Shelton’s advantage in the forecast could narrow.

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