Karolina Muchova vs Anastasia Zakharova prediction for May 23, 2026: Our Monte Carlo simulation ran 10,000 game iterations and projects Anastasia Zakharova 0 - Karolina Muchova 0. Karolina Muchova is favored with a 70.0% win probability.
Anastasia Zakharova
1520
Clay Elo
VS
Clay • WTA
Karolina Muchova
1731
Clay Elo
Match Win Probability
Anastasia ZakharovaKarolina Muchova
Clay
Surface
WTA French Open
Tournament
10,000
Simulations
Calibrated accuracy at this confidence: 69.7% (6,716 games)
Match Context
Tournament
WTA French Open
Surface
Clay
Format
Best of 3 · WTA
Surface Elo Ratings (Clay)
Karolina Muchova
Anastasia Zakharova
Karolina Muchova leads by 211 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%
Karolina Muchova SPW
58.0%
Above tour avg
Anastasia Zakharova SPW
53.5%
Below tour avg
● Karolina Muchova has a significant serve advantage (+4.5%)
Market Odds & Model Edge
Karolina Muchova ML
-769
Model: 70%
Edge: -18.4%
Anastasia Zakharova ML
+580
Model: 30%
Edge: +15.2%
Model Projection
Anastasia Zakharova ML +580 · +15.2% edge
Key Matchup Factors
- Karolina Muchova holds a commanding 211-point Elo advantage on Clay
- Clay surface reduces serve dominance — expect more breaks of serve and longer rallies
- Karolina Muchova has the stronger serve profile on this surface
- Heavy favorite (Karolina Muchova at 70%) — ML value may be limited; consider live or set markets
Surface Elo v1.0 · Barnett-Clarke serve model · 10,000 simulations · WTA
Edge Analysis
Moneyline
Karolina Muchova 70.0%
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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 →