Will classes taken on the iOS app show up on my Peloton workout history? Follow 8 Yes! Workouts taken on the Peloton app will be counted towards your workout history. Please note that these workouts are counted as Other Workouts and don’t count towards the Century Club shirt or Peloton ride badges. 8 0 comments Please sign in to leave a comment.