The 2021 season marked Sugar Land's inaugural season as the Houston Astros Triple-A Affiliate after previously being a part of the Atlantic League of Professional Baseball (ALPB) from 2012-2020. Notable former players include NBA All-Star Tracy McGrady as well as former Astros Roger Clemens, Jason Lane, and Scott Kazmir.