The thirty-second season features alumni from Real World, Road Rules, The Challenge, Are You the One?, the U.S. version of Big Brother, and the U.K. television shows Ex on the Beach and Geordie Shore, competing along with, for the first time, alumni from Bad Girls Club and Vanderpump Rules who appeared on the U.S. version of Ex on the Beach.