ATP/WTA Tennis

Ignacio Buse vs Ugo Humbert Prediction

May 20, 2026

10,000 Monte Carlo simulations

Ignacio Buse vs Ugo Humbert prediction for May 20, 2026: Our Monte Carlo simulation ran 10,000 game iterations and projects Ugo Humbert 0 - Ignacio Buse 0. Ugo Humbert is favored with a 55.3% win probability.

Ugo Humbert
1541
Clay Elo
VS Clay • ATP
Ignacio Buse
1609
Clay Elo
Match Win Probability
55.3%
44.7%
Ugo HumbertIgnacio Buse
Clay
Surface
Bitpanda Hamburg Open
Tournament
10,000
Simulations
FINALIgnacio Buse def Ugo Humbert (2–1)
Calibrated accuracy at this confidence: 57.6% (2,758 games)

Match Context

Tournament
Bitpanda Hamburg Open
Surface
Clay
Format
Best of 3 · ATP

Surface Elo Ratings (Clay)

Ignacio Buse
1609
Ugo Humbert
1541
Ignacio Buse leads by 68 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%

Ignacio Buse SPW
60.8%
Below tour avg
Ugo Humbert SPW
63.3%
Below tour avg
● Ugo Humbert has a slight serve edge (+2.5%)

Key Matchup Factors

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

Edge Analysis

Moneyline
Ugo Humbert 55.3%
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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 →

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