Kalamata olives are known for their almond-like shape and dark purple skin. The Kalamatas are typically preserved with some kind of wine vinegar and olive oil, which imparts them with a smoky, fruity taste that is very rich and salty. They are an excellent olive option for tapenade, or simply sharing across the table amongst friends.