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Strategy analysis, EA validation, and quantitative research from the ErgodicLabs team.

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Feb 18, 2026 Monte Carlo Analysis 4 min read

Is your Backtest a Lie — Here’s the Math That Proves It

You ran a backtest. The equity curve goes up. Profit factor is 3.2. Maximum drawdown is 8%. You’re ready to go live. Here’s the problem: […]

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Risk Disclosure

Edge Matrix is a statistical analysis tool. It evaluates historical backtest data using quantitative methods but does not predict future performance or provide investment advice. Edge Matrix does not recommend whether to deploy, modify, or discontinue any trading strategy. All trading involves substantial risk, including the risk of loss. Past performance, whether analyzed or validated, is not indicative of future results. Users are solely responsible for their trading and investment decisions.

Trading foreign exchange carries a high level of risk that may not be suitable for all investors. Past performance is not indicative of future results. The high degree of leverage can work against you as well as for you.