How Do You Decide Whether a Trading Platform's Chart History Is Sufficient for Testing?

Historical charts may have gaps, limited tick detail, or different levels of data quality. What should traders investigate before using a platform's history to evaluate a strategy? When would you seek another data source instead of accepting the available history?