Long Prairie is a city located in Todd County, Minnesota. Long Prairie has a 2026 population of 3,710. It is also the county seat of Todd County. Long Prairie is currently declining at a rate of 0% annually and its population has increased by 1.56% since the most recent census, which recorded a population of 3,653 in 2020.