ATP/WTA Tennis

Camilo Ugo Carabelli vs Frances Tiafoe Prediction

May 16, 2026

10,000 Monte Carlo simulations

Camilo Ugo Carabelli vs Frances Tiafoe prediction for May 16, 2026: Our Monte Carlo simulation ran 10,000 game iterations and projects Frances Tiafoe 0 - Camilo Ugo Carabelli 0. Frances Tiafoe is favored with a 66.5% win probability.

Frances Tiafoe
1592
Clay Elo
VS Clay • ATP
Camilo Ugo Carabelli
1498
Clay Elo
Match Win Probability
66.5%
33.5%
Frances TiafoeCamilo Ugo Carabelli
Clay
Surface
Bitpanda Hamburg Open
Tournament
10,000
Simulations
FINALCamilo Ugo Carabelli def Frances Tiafoe (2–0)
Calibrated accuracy at this confidence: 58.1% (2,384 games)

Match Context

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

Surface Elo Ratings (Clay)

Camilo Ugo Carabelli
1498
Frances Tiafoe
1592
Frances Tiafoe leads by 94 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%

Camilo Ugo Carabelli SPW
58.8%
Below tour avg
Frances Tiafoe SPW
65.4%
Above tour avg
● Frances Tiafoe has a significant serve advantage (+6.6%)

Key Matchup Factors

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

Edge Analysis

Moneyline
Frances Tiafoe 66.5%
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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 →

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