Games like Konami Collector's Series: Arcade Advanced

If you finished Konami Collector's Series: Arcade Advanced, the closest matches are Borderlands 3, Castlevania: Symphony of the Night, Remnant: From the Ashes, Syndicate and Contra. All 7 share its adventure genre and are ranked by how closely their themes and modes overlap.