Adrian Mannarino vs Damir Dzumhur prediction for May 6, 2026: Our Monte Carlo simulation ran 10,000 game iterations and projects Damir Dzumhur 0 - Adrian Mannarino 0. Adrian Mannarino is favored with a 61.8% win probability.
Damir Dzumhur
1501
Clay Elo
VS
Clay • ATP
Adrian Mannarino
1507
Clay Elo
Match Win Probability
Damir DzumhurAdrian Mannarino
Clay
Surface
ATP Italian Open
Tournament
10,000
Simulations
Calibrated accuracy at this confidence: 55.9% (1,622 games)
Match Context
Tournament
ATP Italian Open
Surface
Clay
Format
Best of 3 · ATP
Surface Elo Ratings (Clay)
Adrian Mannarino
Damir Dzumhur
Adrian Mannarino leads by 6 Elo points on Clay
Serve & Return Analysis
Serve Points Won % (SPW) is the single most predictive metric in tennis. ATP average on Clay: 63.5%
Adrian Mannarino SPW
67.1%
Above tour avg
Damir Dzumhur SPW
62.3%
Below tour avg
● Adrian Mannarino has a significant serve advantage (+4.8%)
Market Odds & Model Edge
Adrian Mannarino ML
+260
Model: 62%
Edge: +34.0%
Damir Dzumhur ML
-294
Model: 38%
Edge: -36.4%
Model Projection
Adrian Mannarino ML +260 · +34.0% edge
Key Matchup Factors
- Players are closely matched (6-point Elo gap)
- Clay surface reduces serve dominance — expect more breaks of serve and longer rallies
- Adrian Mannarino has the stronger serve profile on this surface
Surface Elo v1.0 · Barnett-Clarke serve model · 10,000 simulations · ATP
Edge Analysis
Moneyline
Adrian Mannarino 61.8%
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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 →