 There's Tom Petty and the Heartbreakers, and that's Refugees. So the top summer songs of all time. What do you think they are? Well, I guess a new listing mentions these titles. When Doves Cry by Prince, Cruel Summer by Bananarama, Call Me Maybe by Carly Rae Jepsen, and finally the top summer song of all time, California Girls from the Beach Boys.