Games like The Ice Caves
Games like The Ice Caves include Risk of Rain (2013), Vampire Survivors, Skul: The Hero Slayer, Dead Cells, and Downwell. We matched them by the tags players give The Ice Caves on Steam (Casual, Action Roguelike, Shoot 'Em Up, 2D Platformer, and Perma Death): closest matches first, and among equally close ones the better-known games.
Risk of Rain (2013)
Shared: Action Roguelike · Platformer · Roguelike
Vampire Survivors
Shared: Action Roguelike · Casual · 2D
Skul: The Hero Slayer
Shared: Action Roguelike · Roguelike · Platformer
Dead Cells
Shared: Action Roguelike · Roguelike · 2D
Downwell
Shared: Action Roguelike · Platformer · 2D Platformer
Spelunky
Shared: Action Roguelike · Platformer · Roguelike
Caveblazers
Shared: Action Roguelike · Platformer · 2D Platformer
30XX
Shared: Action Roguelike · 2D Platformer · Perma Death
Noita
Shared: Roguelike · Action Roguelike · Perma Death
BlazBlue Entropy Effect
Shared: Action Roguelike · Platformer · 2D
Rogue Legacy
Shared: Action Roguelike · Platformer · Roguelike
Anomaly Agent
Shared: Action Roguelike · 2D Platformer · Platformer
Spelunky 2
Shared: 2D Platformer · Platformer · Perma Death
Crab Champions
Shared: Action Roguelike · Roguelike · Casual
Juicy Realm
Shared: Action Roguelike · Casual · Roguelike
Neon Abyss
Shared: Platformer · Roguelike · Shooter
Enter the Gungeon
Shared: Action Roguelike · Roguelike · Indie
The Binding of Isaac: Rebirth
Shared: Action Roguelike · Roguelike · Indie
SANABI
Shared: 2D Platformer · 2D · Cyberpunk
Webbed
Shared: 2D Platformer · Cute · Platformer
Magicite
Shared: Action Roguelike · Roguelike · Platformer
Neon Abyss 2
Shared: Action Roguelike · Roguelike · Platformer
Pikuniku
Shared: Casual · Cute · Indie
Katana ZERO
Shared: Platformer · 2D Platformer · Action