Casper Ruud vs Karen Khachanov prediction for May 5, 2026: Our Monte Carlo simulation ran 10,000 game iterations and projects Karen Khachanov 0 - Casper Ruud 0. Casper Ruud is favored with a 59.6% win probability.
Karen Khachanov
1631
Clay Elo
VS
Clay • WTA
Casper Ruud
1677
Clay Elo
Match Win Probability
Karen KhachanovCasper Ruud
Clay
Surface
Internazionali BNL d'Italia
Tournament
10,000
Simulations
Calibrated accuracy at this confidence: 50.8% (2,152 games)
Match Context
Tournament
Internazionali BNL d'Italia
Surface
Clay
Format
Best of 3 · WTA
Surface Elo Ratings (Clay)
Casper Ruud
Karen Khachanov
Casper Ruud leads by 46 Elo points on Clay
Serve & Return Analysis
Serve Points Won % (SPW) is the single most predictive metric in tennis. WTA average on Clay: 56.5%
Casper Ruud SPW
61.0%
Above tour avg
Karen Khachanov SPW
58.3%
Above tour avg
● Casper Ruud has a slight serve edge (+2.6%)
Key Matchup Factors
- Casper Ruud has a moderate 46-point Elo edge on Clay
- Clay surface reduces serve dominance — expect more breaks of serve and longer rallies
- Casper Ruud has the stronger serve profile on this surface
Surface Elo v1.0 · Barnett-Clarke serve model · 10,000 simulations · WTA
Edge Analysis
Moneyline
Casper Ruud 59.6%
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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. Full methodology →