Just like scotch bonnet peppers, habanero peppers taste sweet, fruity, and floral. However, Habanero peppers might also be smoky and not as sweet as scotch bonnet peppers. Scotch bonnet and habanero peppers are close cousins and so are used interchangeably. Many dishes suggest using one or the other, depending on your tolerance of spiciness in meals.