Katie Swan vs Taylah Preston prediction for June 4, 2026: Our Monte Carlo simulation ran 10,000 game iterations and projects Taylah Preston 0 - Katie Swan 0. Katie Swan is favored with a 55.8% win probability.
Taylah Preston
1437
Hard Elo
VS
Hard • WTA
Katie Swan
1511
Hard Elo
Match Win Probability
Taylah PrestonKatie Swan
Hard
Surface
Lexus Birmingham Open
Tournament
10,000
Simulations
Calibrated accuracy at this confidence: 56.1% (4,286 games)
Match Context
Tournament
Lexus Birmingham Open
Surface
Hard
Format
Best of 3 · WTA
Surface Elo Ratings (Hard)
Katie Swan
Taylah Preston
Katie Swan leads by 75 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%
Katie Swan SPW
57.0%
Above tour avg
Taylah Preston SPW
56.2%
Below tour avg
● Serve statistics are nearly identical — expect a close match
Key Matchup Factors
- Katie Swan has a moderate 75-point Elo edge on Hard
- Hard court provides a neutral surface — favors all-court players
- Katie Swan has the stronger serve profile on this surface
Surface Elo v1.0 · Barnett-Clarke serve model · 10,000 simulations · WTA
Edge Analysis
Moneyline
Katie Swan 55.8%
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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 →