Diet and cooking experts agree that The most functional and nutritious oils to Cook dinner with and try to eat is olive oil, provided that it’s further virgin. “You desire an oil that isn't refined and overly processed,” says Howard. An “extra virgin” label ensures that the olive oil is not refined, and therefore of high quality.“It’s