Grand Prairie, Texas. Grand Prairie is a city in Dallas County, Tarrant County, and Ellis County, Texas, in the United States. It is part of the Mid-Cities region in the DallasâFort Worth metroplex. It has a population of 175,396 according to the 2010 census, making it the fifteenth most populous city in the state.