Irina-Camelia Begu vs Venus Williams prediction for June 22, 2026: Our Monte Carlo simulation ran 10,000 game iterations and projects Venus Williams 0 - Irina-Camelia Begu 0. Venus Williams is favored with a 57.8% win probability.
Venus Williams
1432
Hard Elo
VS
Hard • WTA
Irina-Camelia Begu
1496
Hard Elo
Match Win Probability
Venus WilliamsIrina-Camelia Begu
Hard
Surface
WTA Bad Homburg Open
Tournament
10,000
Simulations
Calibrated accuracy at this confidence: 54.6% (6,036 games)
Match Context
Tournament
WTA Bad Homburg Open
Surface
Hard
Format
Best of 3 · WTA
Surface Elo Ratings (Hard)
Irina-Camelia Begu
Venus Williams
Irina-Camelia Begu leads by 64 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%
Irina-Camelia Begu SPW
51.8%
Below tour avg
Venus Williams SPW
57.9%
Above tour avg
● Venus Williams has a significant serve advantage (+6.0%)
Market Odds & Model Edge
Irina-Camelia Begu ML
-391
Model: 42%
Edge: -37.5%
Venus Williams ML
+321
Model: 58%
Edge: +34.1%
Model Projection
Venus Williams ML +321 · +34.1% edge
Key Matchup Factors
- Irina-Camelia Begu has a moderate 64-point Elo edge on Hard
- Hard court provides a neutral surface — favors all-court players
- Venus Williams has the stronger serve profile on this surface
Surface Elo v1.0 · Barnett-Clarke serve model · 10,000 simulations · WTA
Edge Analysis
Moneyline
Venus Williams 57.8%
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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 →