Carthage is a city located in Panola County, Texas. Carthage has a 2026 population of 6,653. It is also the county seat of Panola County. Carthage is currently growing at a rate of 0.6% annually and its population has increased by 1.43% since the most recent census, which recorded a population of 6,559 in 2020.