Some common misconceptions about hackathons include the belief that they are only for experienced programmers, or that they are all about competition and winning prizes. In reality, hackathons can be inclusive and welcoming to people of all skill levels and backgrounds, and they can be focused on collaborative problem-solving and innovation rather than competition.