It depends. As discussed above, the biggest hurdle to smoking in cold weather is keeping the smoker at the right temperature. For most pellet smokers, it means that it will consume more fuel than in warmer weather. Make sure you stock up on pellets and consider purchasing an insulated blanket to keep the smoker toasty during your smoke.