Games like Reign of Fire

If you finished Reign of Fire, the closest matches are Astral Chain, Wolfenstein: Youngblood, Torchlight III, Star Control: Origins and Planet Alpha. All 6 share its adventure genre and are ranked by how closely their themes and modes overlap.