Stockton and his wife, the former Nada Stepovich (Croatian ancestry) (daughter of Matilda and Mike Stepovich, the last territorial governor of Alaska), reside in Spokane, Washington, and have two daughters, Lindsay and Laura, and four sons, Houston, Michael, David and Samuel.
Stockton has a brother and three nephews who have played college basketball.