Do challenge participants have to pay?

Nope. Challenge Hound only charges challenge creators when the participant counts grow beyond the free tier. Participants can join challenges created in Challenge Hound for free. Many Challenge Hound customers do charge entry fees through other third party applications, which is a great way to offset any Challenge Hound fees.