Healthy cooking oils for different meal types should be chosen by matching their heat tolerance, flavor, and fat profile to the cooking method. Extra-virgin olive oil suits dressings, roasting, and most stovetop cooking; avocado or refined olive oil works well for hotter searing; and neutral oils such as canola fit baking and stir-frying.