vodka is a common substitute for rum in pina coladas. however, since vodka definitely has a distinct taste and lacks the sweetness of rum, it's recommended that you add a splash of simple syrup or extra pineapple juice to the classic homemade pina colada mix recipe. skip the alcohol altogether for virgin pina coladas.