Games like Pixel Shinobi
Games like Pixel Shinobi include SANABI, Celeste, Super Meat Boy, Katana ZERO, and The Messenger. We matched them by the tags players give Pixel Shinobi on Steam (Action, Adventure, Action-Adventure, Platformer, and 2D Platformer): closest matches first, and among equally close ones the better-known games.

SANABI
Shared: Action · Adventure · Pixel Graphics

Celeste
Shared: Precision Platformer · Platformer · Pixel Graphics

Super Meat Boy
Shared: Platformer · Precision Platformer · 2D Platformer

Katana ZERO
Shared: Action · Platformer · Pixel Graphics

The Messenger
Shared: Platformer · Action · Pixel Graphics

BlazBlue Entropy Effect
Shared: Action · Action-Adventure · Platformer

Shovel Knight: Treasure Trove
Shared: Platformer · Adventure · Action

Skul: The Hero Slayer
Shared: Action · Pixel Graphics · 2D

VVVVVV
Shared: Platformer · Precision Platformer · Pixel Graphics

Downwell
Shared: Precision Platformer · Platformer · Action

Sonic Origins
Shared: Action · Adventure · 2D Platformer

Jump King
Shared: Adventure · Precision Platformer · Action

Blasphemous 2
Shared: Adventure · Fantasy · 2D Platformer

Owlboy
Shared: Adventure · Platformer · Pixel Graphics

NINJA GAIDEN: Ragebound
Shared: Action · Platformer · 2D Platformer

Sonic Superstars
Shared: Action · Adventure · Platformer

Himno
Shared: Platformer · Adventure · 2D

Broforce
Shared: Action · Platformer · Pixel Graphics

Olija
Shared: Action · Adventure · Action-Adventure

I wanna be the Creator
Shared: Action · Action-Adventure · Platformer

Trine 5: A Clockwork Conspiracy
Shared: Action · Adventure · Platformer

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

Mina the Hollower
Shared: Action-Adventure · 2D Platformer · Platformer

Super Mombo Quest
Shared: Action · Adventure · Action-Adventure