I assume you are talking mainly about the comparisons between ETFs and Mutual Funds, or Index Funds.

This all depends on what time period you are looking at, and what the specific goals of the mutual fund are when compared to more index-based alternatives.

Typically, ETFs track their benchmark fairly closely, and tend to outperform actively managed mutual funds of similar type over time because of mutual funds high fees and turnover.