Canatoga Creek is a stream located in Steuben County, New York. It appears on the Borden USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,003.94 feet (306.00 m) above sea level. The nearest populated place is Rathbone, approximately 2.0 miles to the NW.