Madison Keys vs Anastasia Zakharova prediction for May 17, 2026: Our Monte Carlo simulation ran 10,000 game iterations and projects Anastasia Zakharova 0 - Madison Keys 0. Madison Keys is favored with a 56.2% win probability.
Anastasia Zakharova
1534
Hard Elo
VS
Hard • WTA
Madison Keys
1751
Hard Elo
Match Win Probability
Anastasia ZakharovaMadison Keys
Hard
Surface
Paris
Tournament
10,000
Simulations
Calibrated accuracy at this confidence: 52.7% (2,268 games)
Match Context
Tournament
Paris
Surface
Hard
Format
Best of 3 · WTA
Surface Elo Ratings (Hard)
Madison Keys
Anastasia Zakharova
Madison Keys leads by 217 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%
Madison Keys SPW
60.0%
Above tour avg
Anastasia Zakharova SPW
56.9%
Above tour avg
● Madison Keys has a significant serve advantage (+3.1%)
Market Odds & Model Edge
Madison Keys ML
+439
Model: 56%
Edge: +37.7%
Anastasia Zakharova ML
-620
Model: 44%
Edge: -42.3%
Model Projection
Madison Keys ML +439 · +37.7% edge
Key Matchup Factors
- Madison Keys holds a commanding 217-point Elo advantage on Hard
- Hard court provides a neutral surface — favors all-court players
- Madison Keys has the stronger serve profile on this surface
Surface Elo v1.0 · Barnett-Clarke serve model · 10,000 simulations · WTA
Edge Analysis
Moneyline
Madison Keys 56.2%
--
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 →