Olustee is a town in Jackson County, Oklahoma, United States. "Olustee" is said to be a Seminole word meaning "pond" or from the Creek (Muscogee) language ue-lvste (/oy-lást-i/) meaning "black water", and being taken from the Battle of Olustee in Florida. The population was 468 as of the 2020 United States census.