How Do the Tastes of Whiskey and Bourbon Differ? Bourbon’s main characteristic is its sweet flavor, but it also has hints of smokiness due to the charred oak aging process. Bourbons made with higher proportions of corn are generally sweeter than those with more abundant doses of rye.