Yes, air frying is typically a faster baking method than potatoes. Again, several factors determine the ultimate cooking time. A traditional baked potato will need about an hour of cooking time in the oven, compared to about 40 minutes in the air fryer. When cutting into smaller pieces, the cooking time reduces, but will still be abbreviated in the air fryer.