There are many vegan butter options available on the market, but most are oil based. I like Miyoko's Creamery butter and it is coconut oil based. Earth Balance butter is another popular vegan butter that is widely available and it is made with a blend of vegetable oils. Vegan butter is most closely compared to the taste and texture of margarine.