Games like Gene Rain

If you finished Gene Rain, the closest matches are Anthem, Warhammer 40,000: Darktide, The First Descendant, Serious Sam 4 and Utopia 9: A Volatile Vacation. All 7 share its adventure genre and are ranked by how closely their themes and modes overlap.