Stuttgart Germany Grass Atp 250 Quarterfinals

Ben Shelton vs Sho Shimabukuro: AI Prediction | Games, Spread, Aces & Double Faults

Ben Shelton

Rank: #5
63%
VS

Sho Shimabukuro

Rank: #104
37%
Expected Total Games: 27.7
Predicted Winner: Ben Shelton

Why the Model Favors Ben Shelton

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

Overall strength +7.1 Ben Shelton
Serve & return game +4.0 Sho Shimabukuro
Age +2.4 Ben Shelton
Recent form +2.4 Ben Shelton
Recent record by level +2.3 Ben Shelton

Starting from an even matchup, these factors move the model to 63% for Ben Shelton. Computed with gradient-based attribution on our neural network — not editorial opinion. How to read this →

Also available in Claude. Query these predictions in plain language — our native connector lets Claude call our models on demand, no code.

Set it up

Player Metrics

Ben Shelton

Form Index: 30.4
ELO Rating: 1776.5
Glicko2 Rating: 1878.8
Current Fatigue (minutes): 158.0
Surface Strength:
Hard: 43.9
Clay: 27.7
Grass: 39.4
Serve Rating: 96.6
Return Rating: 90.1

Sho Shimabukuro

Form Index: 58.1
ELO Rating: 1636.7
Glicko2 Rating: 1720.1
Current Fatigue (minutes): 322.0
Surface Strength:
Hard: 16.9
Clay: 12.9
Grass: 12.5
Serve Rating: 94.6
Return Rating: 84.3

Recent Matches

Ben Shelton

  • Last Match: vs Marcos Giron (2-1) grass Stuttgart 158 min
  • 2nd Last Match: vs Raphael Collignon (0-3) clay Roland Garros 174 min
  • 3rd Last Match: vs Daniel Merida (3-0) clay Roland Garros 174 min
  • 4th Last Match: vs Daniel Altmaier (1-2) clay Hamburg 170 min
  • 5th Last Match: vs Marcos Giron (2-1) clay Hamburg 138 min

Sho Shimabukuro

  • Last Match: vs Nick Kyrgios (2-1) grass Stuttgart 112 min
  • 2nd Last Match: vs Quentin Halys (2-0) grass Stuttgart 56 min
  • 3rd Last Match: vs Jurij Rodionov (2-0) grass Stuttgart 79 min
  • 4th Last Match: vs Stefanos Sakellaridis (2-0) grass Stuttgart 75 min
  • 5th Last Match: vs Nikoloz Basilashvili (0-2) hard Miami 62 min

Head-to-Head (Last 2 Seasons)

0
Ben Shelton
vs
0
Sho Shimabukuro
Hard
0 - 0
Clay
0 - 0
Grass
0 - 0

Key Prediction Insights

Quarterfinals in Stuttgart (grass, 250-level) pits Ben Shelton against Sho Shimabukuro. The model prefers Shelton to win (62.67% vs 37.33%) and projects a relatively short, serve-heavy contest of about 27.7 total games.

Match Analysis

The model’s edge for Shelton comes mainly from overall strength (+7.1 percentage points): he is currently world No. 5 with an Elo of 1776.5, a strong surface profile (surface strength index 39.41) and elite serve/return metrics. That said, the algorithm also awards a modest serve & return swing (+4.0 points) toward Shimabukuro — driven in part by his excellent form this week in Stuttgart (three straight wins including a win over Nick Kyrgios) and a higher proprietary form index (58.06 vs Shelton’s 30.42). The model still tips Shelton because of his higher ranking, Elo and slight advantages across recent-match level metrics (age, recent form and recent record by level together contribute ~7.1 points in Shelton’s favor). Looking at the raw inputs: Shelton’s mean serve index (96.59) is marginally above Shimabukuro’s (94.63) — not a >5-point gap — but Shelton’s mean return index (90.11) exceeds Sho’s (84.27) by more than 5 points, a meaningful return advantage on a surface where returners are normally on the back foot. Fatigue is a factor: Shelton has logged 158 minutes in this event versus Shimabukuro’s 322, so Sho arrives having done more work physically. Recent form summaries: Shelton is 2-1 across his last three (including a win over Marcos Giron and a heavy clay loss at Roland Garros), while Shimabukuro is 3-0 in Stuttgart (Rodionov, Halys, Kyrgios).

Total Games Predictions

🎾
Expected Total Games in Match 27.7 Most likely outcome: 27 games

📊 Total Games Probability Distribution

Distribution

Probability of each total games outcome

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

Games Spread Predictions

📈
Expected Games Spread (Ben Shelton - Sho Shimabukuro) +2.6 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 Ben Shelton versus Sho Shimabukuro. Positive values indicate Ben Shelton winning more games, negative values indicate Sho Shimabukuro winning more games.
Cumulative Probability (CDF)

Probability of spread ≤ X

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

Aces and Double Faults Predictions

Aces prediction: the match is expected to produce about 16.85 aces, consistent with grass favoring big servers and quick points. Predicted aces are supported by both players’ high serve indices, though neither has a >5-point serving gap to dominate that count. Double faults prediction: expected double faults sit at roughly 5.79 for the match, a modest total given both players’ solid serving metrics and the surface.
🎯
Expected Total Aces 16.9 Most likely: 16 aces
Expected Total Double Faults 5.8 Most likely: 5 double faults

🎯 Aces Probability Distribution

Distribution

Probability of each ace count outcome

Probability distribution chart for total aces in Ben Shelton versus Sho Shimabukuro. 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 Sho Shimabukuro. 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 Ben Shelton versus Sho Shimabukuro. 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 Ben Shelton versus Sho Shimabukuro. 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

56.1% Predicted: Tiebreak likely

Exact Score Distribution BO3

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

2-0 Most likely set score (42.4%)
Probability distribution of the final set score from Ben Shelton's perspective. Format: BO3.

Final Prediction

Shelton’s overall strength — reflected in rank and Elo — is the top factor behind the pick. The key thing to watch is Shelton’s return efficiency on a fast surface: if he can convert return opportunities early, the projected edge will hold.

Get Daily Tennis Predictions

Enjoyed this analysis? Subscribe to our Telegram channel and receive daily AI-driven tennis predictions directly on your phone.

Join Our Telegram Channel