How Do You Evaluate Whether a Strategy's Performance Depends on a Particular Broker's Commission Schedule?

A method may remain profitable under one fee arrangement but lose its advantage under another. How do you estimate the effect of different commission structures on historical results? Would you test the strategy using several realistic cost models before choosing where to execute it?