Carolina Alves vs Lisa Zaar prediction for May 16, 2026: Our Monte Carlo simulation ran 10,000 game iterations and projects Lisa Zaar 0 - Carolina Alves 0. Carolina Alves is favored with a 51.5% win probability.
Lisa Zaar
1500
Hard Elo
VS
Hard • WTA
Carolina Alves
1500
Hard Elo
Match Win Probability
Lisa ZaarCarolina Alves
Hard
Surface
Rabat
Tournament
10,000
Simulations
Calibrated accuracy at this confidence: 51.7% (2,277 games)
Match Context
Tournament
Rabat
Surface
Hard
Format
Best of 3 · WTA
Surface Elo Ratings (Hard)
Carolina Alves
Lisa Zaar
Carolina Alves leads by 0 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%
Carolina Alves SPW
58.8%
Above tour avg
Lisa Zaar SPW
58.7%
Above tour avg
● Serve statistics are nearly identical — expect a close match
Market Odds & Model Edge
Carolina Alves ML
+260
Model: 52%
Edge: +23.7%
Lisa Zaar ML
-325
Model: 48%
Edge: -28.0%
Model Projection
Carolina Alves ML +260 · +23.7% edge
Key Matchup Factors
- Players are closely matched (0-point Elo gap)
- Hard court provides a neutral surface — favors all-court players
- Carolina Alves has the stronger serve profile on this surface
Surface Elo v1.0 · Barnett-Clarke serve model · 10,000 simulations · WTA
Edge Analysis
Moneyline
Carolina Alves 51.5%
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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 →