Vanilla extract is mostly made from vodka because it has a neutral flavor, but you can use bourbon, brandy, or rum instead. No need to buy expensive alcohol. The flavor of the vanilla extract will come from the vanilla beans, not the alcohol. As long as you are using 80-proof alcohol, the brand does not matter.