Liudmila Samsonova vs Diana Shnaider prediction for July 31, 2026: Our Monte Carlo simulation ran 10,000 game iterations and projects Diana Shnaider 0 - Liudmila Samsonova 0. Liudmila Samsonova is favored with a 52.0% win probability.
Diana Shnaider
1750
Hard Elo
VS
Hard • WTA
Liudmila Samsonova
1631
Hard Elo
Match Win Probability
Diana ShnaiderLiudmila Samsonova
Hard
Surface
WTA Washington Open
Tournament
10,000
Simulations
Calibrated accuracy at this confidence: 50.4% (14,793 games)
Match Context
Tournament
WTA Washington Open
Surface
Hard
Format
Best of 3 · WTA
Surface Elo Ratings (Hard)
Liudmila Samsonova
Diana Shnaider
Diana Shnaider leads by 118 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%
Liudmila Samsonova SPW
59.1%
Above tour avg
Diana Shnaider SPW
58.9%
Above tour avg
● Serve statistics are nearly identical — expect a close match
Odds & Edge
Key Matchup Factors
- Diana Shnaider holds a commanding 118-point Elo advantage on Hard
- Hard court provides a neutral surface — favors all-court players
- Liudmila Samsonova has the stronger serve profile on this surface
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.