How Do You Evaluate Whether a Trading Strategy's Results Are Sensitive to Position Sizing?

A strategy may appear attractive under one sizing method but behave differently when risk is fixed, scaled, or adjusted over time. How would you compare these approaches without confusing the effect of sizing with the underlying entry and exit logic? Which measurements would help you understand the trade-off?