When selecting cooking oils , it's important to understand the nuances between common varieties like olive . Olive oil, particularly when refined , undergoes extensive treatment to eliminate impurities , yielding a mild flavor and elevated smoke threshold. Soybean oil, a widely used edible oil, is also typically purified to produce similar traits.