Caterpillar Hill is a summit located in Latah County, Idaho. It appears on the McGary Butte USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,791.35 feet (1,155.60 m) above sea level. The nearest populated place is Slabtown, approximately 1.3 miles to the W.