Iryna Shymanovich vs Clervie Ngounoue prediction for June 8, 2026: Our Monte Carlo simulation ran 10,000 game iterations and projects Clervie Ngounoue 0 - Iryna Shymanovich 0. Clervie Ngounoue is favored with a 55.5% win probability.
Clervie Ngounoue
1423
Hard Elo
VS
Hard • WTA
Iryna Shymanovich
1478
Hard Elo
Match Win Probability
Clervie NgounoueIryna Shymanovich
Hard
Surface
Ilkley
Tournament
10,000
Simulations
Calibrated accuracy at this confidence: 56.6% (4,823 games)
Match Context
Tournament
Ilkley
Surface
Hard
Format
Best of 3 · WTA
Surface Elo Ratings (Hard)
Iryna Shymanovich
Clervie Ngounoue
Iryna Shymanovich leads by 55 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%
Iryna Shymanovich SPW
56.9%
Above tour avg
Clervie Ngounoue SPW
59.6%
Above tour avg
● Clervie Ngounoue has a slight serve edge (+2.7%)
Market Odds & Model Edge
Iryna Shymanovich ML
-160
Model: 44%
Edge: -17.0%
Clervie Ngounoue ML
+134
Model: 56%
Edge: +12.7%
Model Projection
Clervie Ngounoue ML +134 · +12.7% edge
Key Matchup Factors
- Iryna Shymanovich has a moderate 55-point Elo edge on Hard
- Hard court provides a neutral surface — favors all-court players
- Clervie Ngounoue has the stronger serve profile on this surface
Surface Elo v1.0 · Barnett-Clarke serve model · 10,000 simulations · WTA
Edge Analysis
Moneyline
Clervie Ngounoue 55.5%
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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. Probabilities are calibrated using Bayesian methods and sized via the Kelly Criterion. Full methodology →