Performance-enhancing substances, also called ergogenic aids, are surrounded by controversy. However, not all of them are banned. There are a few that are legal in athletic competition. But just because they’re legal, doesn’t mean they work or are necessarily safe. Remember, supplements are not regulated by the U.S.