What is rum cake? Popular in the Caribbean, rum cake is a vanilla cake that has rum in the batter. Traditionally, dried fruit is soaked in rum for months and then added to the cake batter, but we have a more accessible homemade version. What is the best rum for rum cake? Look for a robust rum that has lots of vanilla and spice flavor. A more subtle light rum won’t have a pronounced flavor after the cake bakes.