Depending on the sausages you choose, larger sausages like Italian sweet sausage and bratwurst will take 2 to 3 hours to smoke. Thinner sausages will take 1 1/2 to 2 hours. Cooked sausages, found in the prepared meats section, should only be smoked for 30 to 45 minutes.