ROI analytics, variance, and sample size

ROI should be interpreted alongside volatility, stake consistency, and number of observations. A small sample can produce misleading extremes.

Interpretation checklist

Use confidence intervals, monitor maximum drawdown, separate by market type, and avoid overfitting conclusions from short streaks.