Beatriz Haddad Maia vs Ashlyn Krueger prediction for May 1, 2026: Our Monte Carlo simulation ran 10,000 game iterations and projects Ashlyn Krueger 0 - Beatriz Haddad Maia 0. Beatriz Haddad Maia is favored with a 58.9% win probability.
Ashlyn Krueger
1590
Hard Elo
VS
Hard • WTA
Beatriz Haddad Maia
1749
Hard Elo
Match Win Probability
Ashlyn KruegerBeatriz Haddad Maia
Hard
Surface
La Bisbal d'Empordà
Tournament
10,000
Simulations
Calibrated accuracy at this confidence: 58.4% (1,363 games)
Match Context
Tournament
La Bisbal d'Empordà
Surface
Hard
Format
Best of 3 · WTA
Surface Elo Ratings (Hard)
Beatriz Haddad Maia
Ashlyn Krueger
Beatriz Haddad Maia leads by 159 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%
Beatriz Haddad Maia SPW
61.7%
Above tour avg
Ashlyn Krueger SPW
59.5%
Above tour avg
● Beatriz Haddad Maia has a slight serve edge (+2.2%)
Market Odds & Model Edge
Beatriz Haddad Maia ML
+150
Model: 59%
Edge: +18.9%
Ashlyn Krueger ML
-200
Model: 41%
Edge: -25.5%
Model Projection
Beatriz Haddad Maia ML +150 · +18.9% edge
Key Matchup Factors
- Beatriz Haddad Maia holds a commanding 159-point Elo advantage on Hard
- Hard court provides a neutral surface — favors all-court players
- Beatriz Haddad Maia has the stronger serve profile on this surface
Surface Elo v1.0 · Barnett-Clarke serve model · 10,000 simulations · WTA
Edge Analysis
Moneyline
Beatriz Haddad Maia 58.9%
--
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 →