Updates for May 2026: Monte Carlo Simulation

What's New in Tradebreath: May 2026 Updates

Monte Carlo simulation now in performance reports.

Monte Carlo Simulation

We're kicking off May with a powerful new addition to your backtesting workflow. Starting today, each backtesting session includes a fully integrated Monte Carlo simulation — right inside the performance report.

What can you expect? Two new charts: a fan curve chart to visualize possible performance paths, and a distribution histogram to show outcome probabilities. Together, they give you a much clearer picture of your strategy's stability and risk profile.

You're also in control. Adjustable inputs let you configure the scale of the simulation — whether you want to run hundreds or thousands of randomized sequences.

Why does this matter? Because one backtesting result tells you what happened. Monte Carlo tells you how repeatable that result might be. It's a direct window into the consistency of your trades, helping you separate genuine edge from lucky runs.

Head to any existing backtesting session, open the performance report, and try the new Monte Carlo module — now live in Tradebreath.