Filet Mignon Cooked in the Oven. Start with room-temperature meat. Season well with salt and pepper. Heat pan at medium heat up to the smoke point. Add oil and you’ll see a reasonable amount of smoke coming off the skillet. Lay down the meat with confidence. Avoid touching or flipping to achieve the proper sear. Cook on the first side 3-4 mins.