ATP/WTA Tennis

Botic van de Zandschulp vs Alexandre Muller Prediction

May 4, 2026

10,000 Monte Carlo simulations

Botic van de Zandschulp vs Alexandre Muller prediction for May 4, 2026: Our Monte Carlo simulation ran 10,000 game iterations and projects Alexandre Muller 0 - Botic van de Zandschulp 0. Botic van de Zandschulp is favored with a 62.3% win probability.

Alexandre Muller
1533
Clay Elo
VS Clay • ATP
Botic van de Zandschulp
1491
Clay Elo
Match Win Probability
37.7%
62.3%
Alexandre MullerBotic van de Zandschulp
Clay
Surface
ATP Italian Open
Tournament
10,000
Simulations
FINALBotic Van De Zandschulp def Alexandre Muller (2–0)
Calibrated accuracy at this confidence: 56.6% (1,654 games)

Match Context

Tournament
ATP Italian Open
Surface
Clay
Format
Best of 3 · ATP

Surface Elo Ratings (Clay)

Botic van de Zandschulp
1491
Alexandre Muller
1533
Alexandre Muller leads by 42 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%

Botic van de Zandschulp SPW
67.7%
Above tour avg
Alexandre Muller SPW
61.5%
Below tour avg
● Botic van de Zandschulp has a significant serve advantage (+6.2%)

Market Odds & Model Edge

Botic van de Zandschulp ML
-4000
Model: 62%
Edge: -35.3%
Alexandre Muller ML
+4200
Model: 38%
Edge: +35.4%
Model Projection
Alexandre Muller ML +4200 · +35.4% edge

Key Matchup Factors

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

Edge Analysis

Moneyline
Botic van de Zandschulp 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 →

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