subject: Facts about vanilla flavor [print this page] There are three main types of vanilla - Madagascar Bourbon (named after the Bourbon islands), Tahitian which is deemed fruity, and Mexican considered spicy. It is not possible to state with authority which vanilla taste is the best. In truth, each vanilla has its own unique characteristics, and the best one depends largely on one's individual preference.