Lost Temper Creek is a stream in North Slope Borough, Alaska, in the United States. It is a tributary of the Colville River.
Lost Temper Creek was named in the 1950s by a government geologist from an unpleasant incident at the explorers' camp. Lost Temper Creek has been noted for its unusual place name.