Mary Stoiana vs Lulu Sun prediction for June 2, 2026: Our Monte Carlo simulation ran 10,000 game iterations and projects Lulu Sun 0 - Mary Stoiana 0. Lulu Sun is favored with a 52.6% win probability.
Lulu Sun
1500
Hard Elo
VS
Hard • WTA
Mary Stoiana
1500
Hard Elo
Match Win Probability
Lulu SunMary Stoiana
Hard
Surface
Lexus Birmingham Open
Tournament
10,000
Simulations
Calibrated accuracy at this confidence: 55.0% (4,286 games)
Match Context
Tournament
Lexus Birmingham Open
Surface
Hard
Format
Best of 3 · WTA
Surface Elo Ratings (Hard)
Mary Stoiana
Lulu Sun
Mary Stoiana leads by 0 Elo points on Hard
Serve & Return Analysis
Serve Points Won % (SPW) is the single most predictive metric in tennis. WTA average on Hard: 56.5%
Mary Stoiana SPW
57.0%
Above tour avg
Lulu Sun SPW
58.6%
Above tour avg
● Lulu Sun has a slight serve edge (+1.6%)
Key Matchup Factors
- Players are closely matched (0-point Elo gap)
- Hard court provides a neutral surface — favors all-court players
- Lulu Sun has the stronger serve profile on this surface
Surface Elo v1.0 · Barnett-Clarke serve model · 10,000 simulations · WTA
Edge Analysis
Moneyline
Lulu Sun 52.6%
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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 →