Runaway Bay is a city located in Jack County, Texas. Runaway Bay has a 2026 population of 2,123. Runaway Bay is currently growing at a rate of 6.58% annually and its population has increased by 36.35% since the most recent census, which recorded a population of 1,557 in 2020.