Juncheng Shang vs Luciano Darderi prediction for August 6, 2026: Our Monte Carlo simulation ran 10,000 game iterations and projects Luciano Darderi 0 - Juncheng Shang 0. Juncheng Shang is favored with a 61.3% win probability.
Luciano Darderi
1791
Hard Elo
VS
Hard • ATP
Juncheng Shang
1741
Hard Elo
Match Win Probability
Luciano DarderiJuncheng Shang
Hard
Surface
ATP Canadian Open
Tournament
10,000
Simulations
Calibrated accuracy at this confidence: 57.4% (14,793 games)
Match Context
Tournament
ATP Canadian Open
Surface
Hard
Format
Best of 3 · ATP
Surface Elo Ratings (Hard)
Juncheng Shang
Luciano Darderi
Luciano Darderi leads by 50 Elo points on Hard
Serve & Return Analysis
Serve Points Won % (SPW) is the single most predictive metric in tennis. ATP average on Hard: 63.5%
Juncheng Shang SPW
66.3%
Above tour avg
Luciano Darderi SPW
61.8%
Below tour avg
● Juncheng Shang has a significant serve advantage (+4.5%)
Odds & Edge
Key Matchup Factors
- Luciano Darderi has a moderate 50-point Elo edge on Hard
- Hard court provides a neutral surface — favors all-court players
- Juncheng Shang has the stronger serve profile on this surface
Surface Elo v1.0 · Barnett-Clarke serve model · 10,000 simulations · ATP
Model Edge & Sizing
Edge Analysis
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 →