Munich Germany Clay Atp 250 Finals

Flavio Cobolli vs Ben Shelton: AI Prediction | Games, Spread, Aces & Double Faults

Flavio Cobolli

Rank: #16
39%
VS

Ben Shelton

Rank: #6
61%
Expected Total Games: 24.1
Predicted Winner: Ben Shelton

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Player Metrics

Flavio Cobolli

Form Index: 68.6
ELO Rating: 1748.1
Glicko2 Rating: 1796.1
Current Fatigue (minutes): 314.0
Surface Strength:
Hard: 55.6
Clay: 46.0
Grass: 46.7
Serve Rating: 69.0
Return Rating: 70.2

Ben Shelton

Form Index: 61.5
ELO Rating: 1913.9
Glicko2 Rating: 1942.2
Current Fatigue (minutes): 437.0
Surface Strength:
Hard: 64.0
Clay: 46.5
Grass: 49.5
Serve Rating: 98.5
Return Rating: 88.7

Recent Matches

Flavio Cobolli

  • Last Match: vs Alexander Zverev (2-0) clay Munich 69 min
  • 2nd Last Match: vs Vit Kopriva (2-0) clay Munich 86 min
  • 3rd Last Match: vs Zizou Bergs (2-0) clay Munich 73 min
  • 4th Last Match: vs Diego Dedura (2-0) clay Munich 86 min
  • 5th Last Match: vs Alexander Blockx (0-2) clay Monte Carlo 85 min

Ben Shelton

Head-to-Head (Last 2 Seasons)

0
Flavio Cobolli
vs
3
Ben Shelton
Hard
0 - 3
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

The Munich final on clay — a 250-level event in Germany — pits Flavio Cobolli against Ben Shelton for the title. The model favors Ben Shelton (61.00%) over Flavio Cobolli (39.00%), with a projected 24.08 total games in the match, implying a relatively short, probably straight-sets affair.

Match Analysis

Shelton arrives as the higher-ranked player (No. 6) with a superior Elo (1913.94) compared with Cobolli (rank 16, Elo 1748.09). Cobolli’s form index (68.60) slightly outpaces Shelton’s (61.51), indicating Cobolli’s recent sharp play, but Shelton’s overall ratings and rank give him the edge. Fatigue is a notable contrast: Cobolli has logged 314 minutes in Munich while Shelton has accumulated 437, a significant gap that could matter in long rallies on clay. Both players show nearly identical surface strength indices (Cobolli 46.04, Shelton 46.49), so neither has a clear clay-specific advantage on paper. Serve and return metrics diverge markedly. Shelton’s mean serve index (98.47) dwarfs Cobolli’s (69.00) by nearly 30 points, and his mean return index (88.69) also exceeds Cobolli’s (70.19) by a wide margin; both differences are material and will shape tactics. Over their last three matches here, Cobolli has been efficient—three straight-set wins (69, 86, 73 minutes). Shelton also won all three, with two straight sets and one three-set match (96, 109, 106 minutes), reflecting deeper recent matches and more court time.

Total Games Predictions

🎾
Expected Total Games in Match 24.1 Most likely outcome: 24 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

Probability distribution chart for total games in Flavio Cobolli 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 Flavio Cobolli 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 (Flavio Cobolli - Ben Shelton) -2.3 Most likely spread: -3 (Ben Shelton wins 3 more games)

📊 Games Spread Probability Distribution

Distribution

Probability of each games spread outcome

Probability distribution chart for games spread in Flavio Cobolli versus Ben Shelton. Positive values indicate Flavio Cobolli 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 Flavio Cobolli versus Ben Shelton. The curve shows the cumulative probability for each spread threshold.

Aces and Double Faults Predictions

The aces prediction for this final is modest: predicted aces total 8.47 for the match. On clay, slower ball speed and higher bounce reduce ace frequency, so that number is consistent with surface effects. The double faults prediction sits at expected double faults of 4.59; longer points and accumulated fatigue, especially from Shelton’s 437 minutes, can increase error risk. Given Shelton’s far higher serve index, he is likely to contribute a larger share of the predicted aces.
🎯
Expected Total Aces 8.5 Most likely: 8 aces
Expected Total Double Faults 4.6 Most likely: 4 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Flavio Cobolli 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 Flavio Cobolli 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 Flavio Cobolli 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 Flavio Cobolli versus Ben Shelton. The curve shows the cumulative probability for each double faults threshold.

Final Prediction

Shelton’s higher rank, Elo and dominant serve/return indices give him the edge despite heavier minutes on court. The key factor to watch will be whether Shelton’s big serve remains effective on slow clay and how his accumulated fatigue influences serve consistency.

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