When picking a cooking oil, considering the nuances between refined oils like olive, soybean, and sunflower is important. Olive oil, particularly the pure variety, offers a delicate flavor and stable smoke point, making it great for different applications. Soybean oil is typically less expensive and boasts a clean taste, ideal for general cooking.