Games like Caverns of Mars: Recharged
Games like Caverns of Mars: Recharged include Vampire Survivors, Risk of Rain Returns, Nova Drift, BALL x PIT, and Crab Champions. We matched them by the tags players give Caverns of Mars: Recharged on Steam (Action Roguelike, Shooter, Arcade, Roguelike, and 2D): closest matches first, and among equally close ones the better-known games.

Vampire Survivors
Shared: Action Roguelike · 2D · Roguelike

Risk of Rain Returns
Shared: Action Roguelike · 2D · Action

Nova Drift
Shared: Action Roguelike · Arcade · Shooter

BALL x PIT
Shared: Arcade · Action Roguelike · Action

Crab Champions
Shared: Action Roguelike · Roguelike · Arcade

Bit Blaster XL
Shared: Shooter · Arcade · 2D

Risk of Rain 2
Shared: Action Roguelike · Roguelike · Action

Megabonk
Shared: Action Roguelike · Roguelike · Action

Orbt XL
Shared: Arcade · 2D · Action

Rocket Rats
Shared: Action Roguelike · 2D · Shooter

Rogue Legacy
Shared: Action Roguelike · Roguelike · Action

Skul: The Hero Slayer
Shared: Action Roguelike · Action · Roguelike

Spelunky
Shared: Action Roguelike · Roguelike · 2D

Planes, Bullets and Vodka
Shared: Action · Arcade · Shooter

Dead Cells
Shared: Action Roguelike · Roguelike · 2D

Enter the Gungeon
Shared: Action Roguelike · Roguelike · 2D

EVERSPACE™
Shared: Action Roguelike · Action · Shooter

Brotato
Shared: Action Roguelike · Roguelike · Arcade

Halls of Torment
Shared: Action Roguelike · Roguelike · Arcade

The Binding of Isaac: Rebirth
Shared: Action Roguelike · Roguelike · 2D

Pass the Fear
Shared: Action Roguelike · Roguelike · Shooter

Shower With Your Dad Simulator 2015: Do You Still Shower With Your Dad
Shared: Arcade · 2D · Controller

STAR WARS™ Battlefront™ II
Shared: Shooter · Action · Space

Boneraiser Minions
Shared: Action Roguelike · 2D · Arcade