Broccoli and cauliflower are botanically just varieties of the same species, the same way granny smith and macintosh are varieties of apples. Brassica oleracea is the name of the species which also includes cabbage. Instead of being red vs. green like in apple, varieties of brassicas differ in the way the stalks, leaves, flower stalks, and flowers develop.