Kefir is a fermented milk drink. Yogurt is a fermented dairy product. Kombucha is a fermented tea. They differ in ingredients, probiotic strains, nutrition, and taste. Kefir and yogurt are dairy-based, while kombucha is dairy-free and vegan.