Ideally, no. This is because of a few different reasons. Olive oil tends to have a higher smoke point than vegetable oils—which means it can reach a higher temperature before it starts to burn. Olive oil also has a more nuanced flavor than vegetable oils, which have a more neutral flavor profile.