Cache Saddle is a gap located in Clearwater County, Idaho. It appears on the Rhodes Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 7,102.82 feet (2,164.94 m) above sea level. The nearest populated place is Cayuse Junction, approximately 8.2 miles to the SW.