Randolph is a town located in Rich County, Utah. Randolph has a 2026 population of 499. It is also the county seat of Rich County. Randolph is currently growing at a rate of 3.53% annually and its population has increased by 5.94% since the most recent census, which recorded a population of 471 in 2020.