Games like COSMOS
Games like COSMOS include Super Meat Boy, Celeste, Cuphead, VVVVVV, and Broforce. We matched them by the tags players give COSMOS on Steam (Precision Platformer, Platformer, Difficult, Shoot 'Em Up, and 2D Platformer): closest matches first, and among equally close ones the better-known games.

Super Meat Boy
Shared: Precision Platformer · Platformer · Difficult

Celeste
Shared: Precision Platformer · Difficult · Platformer

Cuphead
Shared: Difficult · Platformer · Local Co-Op

VVVVVV
Shared: Precision Platformer · Platformer · 2D Platformer

Broforce
Shared: Platformer · Action · Local Co-Op

Downwell
Shared: Precision Platformer · Platformer · 2D Platformer

Huntdown
Shared: Shooter · Shoot 'Em Up · Action

Jump King
Shared: Precision Platformer · Difficult · Platformer

Spelunky 2
Shared: Platformer · Difficult · 2D Platformer

SANABI
Shared: 2D Platformer · Action · Platformer

Geometry Dash
Shared: Difficult · Precision Platformer · Platformer

Katana ZERO
Shared: Platformer · Action · 2D Platformer

Bread & Fred
Shared: Precision Platformer · Difficult · 2D Platformer

Shovel Knight: Treasure Trove
Shared: Platformer · Retro · Difficult

Door Kickers: Action Squad
Shared: 2D Platformer · Action · Retro

Ambidextro
Shared: Precision Platformer · 2D Platformer · Platformer

Bit Blaster XL
Shared: Difficult · Shoot 'Em Up · Shooter

The Messenger
Shared: Platformer · Retro · 2D Platformer

Blazing Chrome
Shared: Action · Retro · Shoot 'Em Up

Pizza Tower
Shared: 2D Platformer · Platformer · Action

Duck Game
Shared: Platformer · Action · 2D

Hollow Knight
Shared: Platformer · Difficult · 2D

The End Is Nigh
Shared: Precision Platformer · Platformer · Difficult

Dungeon Escape
Shared: Precision Platformer · Difficult · Platformer