Rex Spring is a spring located in Rich County, Utah. It appears on the Randolph USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 6,407.55 feet (1,953.02 m) above sea level. The nearest populated place is Randolph, approximately 3.6 miles to the SSE.