How to Make Vanilla Powder  Vanilla powder is pure, unadulterated vanilla bean made by grinding dried vanilla beans. It is stronger and more potent than vanilla extract and gives a rich, robust vanilla flavor. Cook’s Illustrated tested vanilla powder and vanilla bean paste to see how they compared to vanilla extract and whole vanilla beans.