Adrian Mannarino vs Ugo Humbert prediction for May 25, 2026: Our Monte Carlo simulation ran 10,000 game iterations and projects Ugo Humbert 0 - Adrian Mannarino 0. Ugo Humbert is favored with a 62.3% win probability.
Ugo Humbert
1541
Clay Elo
VS
Clay • ATP
Adrian Mannarino
1507
Clay Elo
Match Win Probability
Ugo HumbertAdrian Mannarino
Clay
Surface
ATP French Open
Tournament
10,000
Simulations
Calibrated accuracy at this confidence: 58.8% (3,925 games)
Match Context
Tournament
ATP French Open
Surface
Clay
Format
Best of 5 · ATP
Surface Elo Ratings (Clay)
Adrian Mannarino
Ugo Humbert
Ugo Humbert leads by 34 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
60.8%
Below tour avg
Ugo Humbert SPW
63.0%
Below tour avg
● Ugo Humbert has a slight serve edge (+2.2%)
Market Odds & Model Edge
Adrian Mannarino ML
+597
Model: 38%
Edge: +23.4%
Ugo Humbert ML
-831
Model: 62%
Edge: -27.0%
Model Projection
Adrian Mannarino ML +597 · +23.4% edge
Key Matchup Factors
- Players are closely matched (34-point Elo gap)
- Clay surface reduces serve dominance — expect more breaks of serve and longer rallies
- Ugo Humbert has the stronger serve profile on this surface
Surface Elo v1.0 · Barnett-Clarke serve model · 10,000 simulations · ATP
Edge Analysis
Moneyline
Ugo Humbert 62.3%
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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 →