Quentin Halys vs Sho Shimabukuro prediction for June 8, 2026: Our Monte Carlo simulation ran 10,000 game iterations and projects Sho Shimabukuro 0 - Quentin Halys 0. Sho Shimabukuro is favored with a 53.1% win probability.
Sho Shimabukuro
1517
Clay Elo
VS
Clay • ATP
Quentin Halys
1461
Clay Elo
Match Win Probability
Sho ShimabukuroQuentin Halys
Clay
Surface
Stuttgart
Tournament
10,000
Simulations
Calibrated accuracy at this confidence: 56.4% (4,823 games)
Match Context
Tournament
Stuttgart
Surface
Clay
Format
Best of 3 · ATP
Surface Elo Ratings (Clay)
Quentin Halys
Sho Shimabukuro
Sho Shimabukuro leads by 56 Elo points on Clay
Serve & Return Analysis
Serve Points Won % (SPW) is the single most predictive metric in tennis. ATP average on Clay: 63.5%
Quentin Halys SPW
61.1%
Below tour avg
Sho Shimabukuro SPW
62.2%
Below tour avg
● Sho Shimabukuro has a slight serve edge (+1.1%)
Market Odds & Model Edge
Quentin Halys ML
+138
Model: 47%
Edge: +4.9%
Sho Shimabukuro ML
-159
Model: 53%
Edge: -8.3%
Key Matchup Factors
- Sho Shimabukuro has a moderate 56-point Elo edge on Clay
- Clay surface reduces serve dominance — expect more breaks of serve and longer rallies
- Sho Shimabukuro has the stronger serve profile on this surface
Surface Elo v1.0 · Barnett-Clarke serve model · 10,000 simulations · ATP
Edge Analysis
Moneyline
Sho Shimabukuro 53.1%
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How this prediction was generated: This page shows output from the Olympus Bets ATP/WTA Tennis Monte Carlo engine. Each game is simulated 10,000 times using real-time team data, injury reports, and current odds. Probabilities are calibrated using Bayesian methods and sized via the Kelly Criterion. Probabilities are calibrated using Bayesian methods and sized via the Kelly Criterion. Full methodology →