Pelahatchie is a town located in Rankin County, Mississippi. Pelahatchie has a 2026 population of 1,300. Pelahatchie is currently growing at a rate of 0.78% annually and its population has increased by 2.85% since the most recent census, which recorded a population of 1,264 in 2020.