Hardscrabble Creek is a tributary of the Arkansas River that flows from Custer County, Colorado near Wetmore to its mouth in Fremont County, Colorado, near Florence. It was previously called Rio Peñasco Amarillo.
Four Hardscrabble Creek streams are found in the Hardscrabble Mountain and Wetmore area: