Why does some olive oil taste bitter?

Want to taste bitter? Try an olive picked off a tree! Olives are bitter – and so is good olive oil. Bitterness, along with pungency and fruitiness are all present and well-balanced in the very best olive oils. For more on olive oil taste characteristics, see this article.