Games like Phantomas

If you finished Phantomas, the closest matches are Ori and the Will of the Wisps, Forgotton Anne, Torchlight III, Planet Alpha and Tanzia. All 6 share its adventure genre and are ranked by how closely their themes and modes overlap.