How Do You Decide Whether a Trading Tool Is Improving Your Results?

New indicators, calculators, and analysis tools can feel useful without actually improving performance. What kind of comparison would you conduct to determine whether a tool contributes measurable value rather than simply making your process look more sophisticated?