Aoi Ito vs Lulu Sun prediction for May 19, 2026: Our Monte Carlo simulation ran 10,000 game iterations and projects Lulu Sun 0 - Aoi Ito 0. Lulu Sun is favored with a 50.2% win probability.
Lulu Sun
1552
Clay Elo
VS
Clay • WTA
Aoi Ito
1548
Clay Elo
Match Win Probability
Lulu SunAoi Ito
Clay
Surface
WTA French Open
Tournament
10,000
Simulations
Calibrated accuracy at this confidence: 52.8% (2,758 games)
Match Context
Tournament
WTA French Open
Surface
Clay
Format
Best of 3 · WTA
Surface Elo Ratings (Clay)
Aoi Ito
Lulu Sun
Lulu Sun leads by 4 Elo points on Clay
Serve & Return Analysis
Serve Points Won % (SPW) is the single most predictive metric in tennis. WTA average on Clay: 56.5%
Aoi Ito SPW
58.2%
Above tour avg
Lulu Sun SPW
57.1%
Above tour avg
● Aoi Ito has a slight serve edge (+1.1%)
Market Odds & Model Edge
Aoi Ito ML
+301
Model: 50%
Edge: +24.9%
Lulu Sun ML
-374
Model: 50%
Edge: -28.7%
Model Projection
Aoi Ito ML +301 · +24.9% edge
Key Matchup Factors
- Players are closely matched (4-point Elo gap)
- Clay surface reduces serve dominance — expect more breaks of serve and longer rallies
- Aoi Ito 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 50.2%
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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. Full methodology →