Terence Atmane vs Zizou Bergs prediction for May 5, 2026: Our Monte Carlo simulation ran 10,000 game iterations and projects Zizou Bergs 0 - Terence Atmane 0. Zizou Bergs is favored with a 64.5% win probability.
Zizou Bergs
1548
Clay Elo
VS
Clay • ATP
Terence Atmane
1413
Clay Elo
Match Win Probability
Zizou BergsTerence Atmane
Clay
Surface
ATP Italian Open
Tournament
10,000
Simulations
Calibrated accuracy at this confidence: 54.3% (1,708 games)
Match Context
Tournament
ATP Italian Open
Surface
Clay
Format
Best of 3 · ATP
Surface Elo Ratings (Clay)
Terence Atmane
Zizou Bergs
Zizou Bergs leads by 135 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%
Terence Atmane SPW
68.0%
Above tour avg
Zizou Bergs SPW
72.0%
Above tour avg
● Zizou Bergs has a significant serve advantage (+4.0%)
Market Odds & Model Edge
Terence Atmane ML
+114
Model: 36%
Edge: -11.2%
Zizou Bergs ML
-129
Model: 64%
Edge: +8.1%
Model Projection
Zizou Bergs ML -129 · +8.1% edge
Key Matchup Factors
- Zizou Bergs holds a commanding 135-point Elo advantage on Clay
- Clay surface reduces serve dominance — expect more breaks of serve and longer rallies
- Zizou Bergs has the stronger serve profile on this surface
Surface Elo v1.0 · Barnett-Clarke serve model · 10,000 simulations · ATP
Edge Analysis
Moneyline
Zizou Bergs 64.5%
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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 →