The short answer is, yes! The long answer is they do if they are made properly. By that, I mean made with fresh mint leaves, good Bourbon, and the proper ration of simple syrup. When mixed properly, the drink should start out with a nice vanilla taste from the Bourbon, then a wave of sweetness from the simple syrup, and finish with the refreshing minty taste of the gently muddled mint leaves.