Medically reviewed by Melissa Nieves, LND The healthiest oils for frying are resistant to high-temperature cooking, have a high smoking point, and have a favorable fatty acid profile. These include olive, avocado, and peanut oil. 1. Olive Oil Olive oil is the primary cooking oil in the Mediterranean diet. It contains more monounsaturated (MUFA) tha…