Placid Lake was named after the Adirondack Mountains' Lake Placid by Hiram Blanchard, a New Yorker who moved to the area in 1892 to form the Clearwater Land and Livestock Company. A dam was completed below the lake's Owl Creek outlet in 1972, and the park was created in 1977.