The Ounce River is a short tributary of the Totagatic River in northwestern Wisconsin in the United States. Via the Totagatic, Namekagon and St. Croix Rivers, it is part of the watershed of the Mississippi River. It rises in southwestern Bayfield County and flows southwestwardly into southeastern Douglas County, where it joins the Totagatic.