Treasure Rock is a pillar located in Cassia County, Idaho. It appears on the Almo USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 6,045.74 feet (1,842.74 m) above sea level. The nearest populated place is Almo, approximately 3.7 miles to the ENE.