Clervie Ngounoue vs Anna-Lena Friedsam prediction for June 23, 2026: Our Monte Carlo simulation ran 10,000 game iterations and projects Anna-Lena Friedsam 0 - Clervie Ngounoue 0. Clervie Ngounoue is favored with a 51.1% win probability.
Anna-Lena Friedsam
1510
Grass Elo
VS
Grass • WTA
Clervie Ngounoue
1584
Grass Elo
Match Win Probability
Anna-Lena FriedsamClervie Ngounoue
Grass
Surface
WTA Wimbledon
Tournament
10,000
Simulations
Calibrated accuracy at this confidence: 52.0% (6,309 games)
Match Context
Tournament
WTA Wimbledon
Surface
Grass
Format
Best of 3 · WTA
Surface Elo Ratings (Grass)
Clervie Ngounoue
Anna-Lena Friedsam
Clervie Ngounoue leads by 74 Elo points on Grass
Serve & Return Analysis
Serve Points Won % (SPW) is the single most predictive metric in tennis. WTA average on Grass: 56.5%
Clervie Ngounoue SPW
58.8%
Above tour avg
Anna-Lena Friedsam SPW
59.5%
Above tour avg
● Serve statistics are nearly identical — expect a close match
Market Odds & Model Edge
Clervie Ngounoue ML
-139
Model: 51%
Edge: -7.0%
Anna-Lena Friedsam ML
+119
Model: 49%
Edge: +3.2%
Key Matchup Factors
- Clervie Ngounoue has a moderate 74-point Elo edge on Grass
- Grass surface amplifies serve advantage — expect fewer breaks, more tiebreaks
- Anna-Lena Friedsam 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 51.1%
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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 →