Game players begin to toss the potato around the circle, to the player next to them. Stop the music! At this point, whichever player is holding the potato is "out. Shop Hot Potato Game. Free delivery and returns on eligible orders of £20 or more. Hot potato is a party game that involves players gathering in a circle and tossing a small object such as a beanbag or tennis ball to each other while music plays.