Astra Sharma vs Aoi Ito prediction for July 25, 2026: Our Monte Carlo simulation ran 10,000 game iterations and projects Aoi Ito 0 - Astra Sharma 0. Aoi Ito is favored with a 65.8% win probability.
Aoi Ito
1596
Hard Elo
VS
Hard • WTA
Astra Sharma
1484
Hard Elo
Match Win Probability
Aoi ItoAstra Sharma
Hard
Surface
Memphis
Tournament
10,000
Simulations
Calibrated accuracy at this confidence: 63.0% (13,891 games)
Match Context
Tournament
Memphis
Surface
Hard
Format
Best of 3 · WTA
Surface Elo Ratings (Hard)
Astra Sharma
Aoi Ito
Aoi Ito leads by 112 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%
Astra Sharma SPW
51.3%
Below tour avg
Aoi Ito SPW
57.5%
Above tour avg
● Aoi Ito has a significant serve advantage (+6.2%)
Odds & Edge
Key Matchup Factors
- Aoi Ito holds a commanding 112-point Elo advantage on Hard
- Hard court provides a neutral surface — favors all-court players
- Aoi Ito has the stronger serve profile on this surface
- Heavy favorite (Aoi Ito at 66%) — ML value may be limited; consider live or set markets
Surface Elo v1.0 · Barnett-Clarke serve model · 10,000 simulations · WTA
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 →
Permanent record: this game page is retired 90 days after the event. The full graded Tennis 2026 record — every pick, win rate, units and ROI — lives on the Tennis 2026 season report card.