Games like Somnium

If you finished Somnium, the closest matches are Jusant, Oddworld: Soulstorm, Pode, Uru: Ages Beyond Myst and Drawn to Life: Two Realms. All 6 share its adventure genre and are ranked by how closely their themes and modes overlap.