Games like Pattern Rabbit
Games like Pattern Rabbit include Celeste, Super Meat Boy, Geometry Dash, Jump King, and The End Is Nigh. We matched them by the tags players give Pattern Rabbit on Steam (Precision Platformer, PvE, Platformer, 2.5D, and Action): closest matches first, and among equally close ones the better-known games.

Celeste
Shared: Precision Platformer · Platformer · Indie

Super Meat Boy
Shared: Precision Platformer · Platformer · Indie

Geometry Dash
Shared: Precision Platformer · Platformer · Singleplayer

Jump King
Shared: Precision Platformer · Platformer · Indie

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

Pogostuck: Rage With Your Friends
Shared: Precision Platformer · Platformer · Action

VVVVVV
Shared: Precision Platformer · Platformer · Indie

Cuphead
Shared: Platformer · Cartoon · Indie

Golfing Over It with Alva Majo
Shared: Precision Platformer · Platformer · Physics

A Difficult Game About Climbing
Shared: Precision Platformer · Platformer · Action

My Friend Pedro
Shared: Action · Indie · Platformer

Downwell
Shared: Precision Platformer · Platformer · Indie

Getting Over It with Bennett Foddy
Shared: Physics · Platformer · Singleplayer

Super Meat Boy Forever
Shared: Precision Platformer · Platformer · Action

BEEP
Shared: Platformer · Indie · Physics

Deadlight
Shared: Platformer · Action · Indie

Hollow Knight
Shared: Platformer · Indie · Singleplayer

Skul: The Hero Slayer
Shared: Action · Indie · Platformer

Portal 2
Shared: Platformer · Singleplayer · Action

Rogue Legacy
Shared: Platformer · Action · Indie

Dust: An Elysian Tail
Shared: Platformer · Action · Indie

Neon White
Shared: Platformer · Action · Precision Platformer

Mark of the Ninja
Shared: Platformer · Action · Indie

Electronic Super Joy
Shared: Platformer · Indie · Precision Platformer