According to the Tennessee Pecan Authority, "butter pecan is a flavor that merges the nutty notes of pecan with rich butter and a hint of sweet vanilla extract. The distinctive flavor of the pecan is hard to pinpoint – even for experts – but is perhaps best described as having sweet, fat, and roasted undertones."