Games like Venus in Transit
Games like Venus in Transit include DREDGE, SOMA, Outer Wilds, Darkwood, and Still Wakes the Deep. We matched them by the tags players give Venus in Transit on Steam (Horror, Atmospheric, Lovecraftian, Exploration, and Multiple Endings): closest matches first, and among equally close ones the better-known games.

DREDGE
Shared: Exploration · Lovecraftian · Open World

SOMA
Shared: Horror · Atmospheric · Psychological Horror

Outer Wilds
Shared: Exploration · Atmospheric · Open World

Darkwood
Shared: Horror · Atmospheric · Psychological Horror

Still Wakes the Deep
Shared: Horror · Lovecraftian · Atmospheric

Subnautica
Shared: Horror · Exploration · Open World

Subnautica 2
Shared: Horror · Exploration · Open World

Firewatch
Shared: Atmospheric · Exploration · Adventure

Lethal Company
Shared: Horror · Exploration · Atmospheric

Amnesia: The Dark Descent
Shared: Horror · Atmospheric · Psychological Horror

No, I'm not a Human
Shared: Horror · Atmospheric · Psychological Horror

Dagon: by H. P. Lovecraft
Shared: Horror · Atmospheric · Lovecraftian

Stray
Shared: Atmospheric · Exploration · Adventure

SUNLESS SEA
Shared: Lovecraftian · Exploration · Atmospheric

The Forest
Shared: Horror · Open World · Exploration

Little Nightmares
Shared: Horror · Atmospheric · Adventure

No one lives under the lighthouse Director's cut
Shared: Horror · Atmospheric · Lovecraftian

Layers of Fear (2016)
Shared: Horror · Atmospheric · Psychological Horror

We Happy Few
Shared: Open World · Horror · Adventure

SILENT HILL 2
Shared: Horror · Atmospheric · Psychological Horror

OMORI
Shared: Horror · Psychological Horror · Multiple Endings

Inside the Backrooms
Shared: Horror · Exploration · Psychological Horror

Amnesia: A Machine For Pigs
Shared: Horror · Atmospheric · Exploration

Little Nightmares II
Shared: Horror · Atmospheric · Adventure