Karl Friberg vs Toby Samuel prediction for November 7, 2026: Our Monte Carlo simulation projects Toby Samuel 0 - Karl Friberg 0. Toby Samuel is favored with a 88.4% win probability.
Toby Samuel
1810
Hard Elo
VS
Hard • ATP
Karl Friberg
1483
Hard Elo
Match Win Probability
Toby SamuelKarl Friberg
Hard
Surface
Stockholm
Tournament
Calibrated accuracy at this confidence: 89.6% (9,799 games)
Match Context
Tournament
Stockholm
Surface
Hard
Format
Best of 3 · ATP
Surface Elo Ratings (Hard)
Karl Friberg
Toby Samuel
Toby Samuel leads by 327 Elo points on Hard
Serve & Return Analysis
Serve Points Won % (SPW) is the single most predictive metric in tennis. ATP average on Hard: 63.5%
Karl Friberg SPW
57.6%
Below tour avg
Toby Samuel SPW
65.1%
Above tour avg
● Toby Samuel has a significant serve advantage (+7.5%)
Odds & Edge
Key Matchup Factors
- Toby Samuel holds a commanding 327-point Elo advantage on Hard
- Hard court provides a neutral surface — favors all-court players
- Toby Samuel has the stronger serve profile on this surface
- Heavy favorite (Toby Samuel at 88%) — ML value may be limited; consider live or set markets
Surface Elo v1.0 · Barnett-Clarke serve model · ATP
Model Edge & Sizing
Edge Analysis
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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 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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Permanent record: this game page is retired 90 days after the event. The full graded TENNIS 2026 record — every pick, win rate, units and ROI — lives on the TENNIS 2026 season report card.