You have many options when it comes to selecting fats and oils for cooking. But it's not just a matter of choosing oils that are healthy, but also whether they stay healthy after having been cooked with. The Stability of Cooking Oils When you're cooking at a high heat, you want to use oils that are stable and don't oxidize or go rancid easily.