Contrary to the name, banana pudding isn't just pudding that taste like bananas. Traditional banana pudding includes layers of vanilla custard or pudding, sliced bananas, some kind of cake, cookies, or vanilla wafers, and whipped cream or meringue. The flavors are similar to banana cream pie.