ATP/WTA Tennis

Zizou Bergs vs Toby Samuel Prediction

June 26, 2026

10,000 Monte Carlo simulations

Zizou Bergs vs Toby Samuel prediction for June 26, 2026: Our Monte Carlo simulation ran 10,000 game iterations and projects Toby Samuel 0 - Zizou Bergs 0. Zizou Bergs is favored with a 53.5% win probability.

Toby Samuel
1671
Grass Elo
VS Grass • ATP
Zizou Bergs
1573
Grass Elo
Match Win Probability
46.5%
53.5%
Toby SamuelZizou Bergs
Grass
Surface
Eastbourne
Tournament
10,000
Simulations
FINALZizou Bergs def Toby Samuel (2–1)
Calibrated accuracy at this confidence: 54.2% (6,507 games)

Match Context

Tournament
Eastbourne
Surface
Grass
Format
Best of 3 · ATP

Surface Elo Ratings (Grass)

Zizou Bergs
1573
Toby Samuel
1671
Toby Samuel leads by 97 Elo points on Grass

Serve & Return Analysis

Serve Points Won % (SPW) is the single most predictive metric in tennis. ATP average on Grass: 63.5%

Zizou Bergs SPW
66.2%
Above tour avg
Toby Samuel SPW
64.9%
Above tour avg
● Zizou Bergs has a slight serve edge (+1.3%)

Market Odds & Model Edge

Zizou Bergs ML
-165
Model: 54%
Edge: -8.7%
Toby Samuel ML
+149
Model: 46%
Edge: +6.3%
Model Projection
Toby Samuel ML +149 · +6.3% edge

Key Matchup Factors

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

Edge Analysis

Moneyline
Zizou Bergs 53.5%
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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 →

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