No, you don't. I've tasted them side-by-side - one with and one without vodka. There is a taste difference - or maybe it's more of a depth of flavor. If I hadn't tasted them side-by-side though, I probably would not have known the difference. If you leave it out then replace the quarter cup with an equal amount of water.