ATP/WTA Tennis

Federica Urgesi vs Maja Chwalinska Prediction

May 12, 2026

10,000 Monte Carlo simulations

Federica Urgesi vs Maja Chwalinska prediction for May 12, 2026: Our Monte Carlo simulation ran 10,000 game iterations and projects Maja Chwalinska 0 - Federica Urgesi 0. Federica Urgesi is favored with a 53.7% win probability.

Maja Chwalinska
1500
Hard Elo
VS Hard • WTA
Federica Urgesi
1500
Hard Elo
Match Win Probability
46.3%
53.7%
Maja ChwalinskaFederica Urgesi
Hard
Surface
Parma
Tournament
10,000
Simulations
FINALFederica Urgesi def Maja Chwalinska (1–0)
Calibrated accuracy at this confidence: 52.8% (2,098 games)

Match Context

Tournament
Parma
Surface
Hard
Format
Best of 3 · WTA

Surface Elo Ratings (Hard)

Federica Urgesi
1500
Maja Chwalinska
1500
Federica Urgesi 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%

Federica Urgesi SPW
57.5%
Above tour avg
Maja Chwalinska SPW
56.0%
Below tour avg
● Federica Urgesi has a slight serve edge (+1.5%)

Market Odds & Model Edge

Federica Urgesi ML
+500
Model: 54%
Edge: +37.0%
Maja Chwalinska ML
-900
Model: 46%
Edge: -43.7%
Model Projection
Federica Urgesi ML +500 · +37.0% edge

Key Matchup Factors

Surface Elo v1.0 · Barnett-Clarke serve model · 10,000 simulations · WTA

Edge Analysis

Moneyline
Federica Urgesi 53.7%
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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 →

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