Shiitakes have a unique flavor, making them popular in southeast Asia and increasingly in the rest of the world. They have a flavor that could be described as smoky and buttery. Portabello mushrooms are the most similar in flavor but tend to be meatier and earthier by contrast. Shiitakes are also a bit more firm than other mushrooms, which makes them a great choice if you want them to hold their shape in dishes.