Games like Secret Horizon
Games like Secret Horizon include Celeste, Webbed, FEZ, Stray, and Rain World. We matched them by the tags players give Secret Horizon on Steam (Platformer, 2D Platformer, Pixel Graphics, Adventure, and Singleplayer): closest matches first, and among equally close ones the better-known games.

Celeste
Shared: Pixel Graphics · Platformer · 2D Platformer

Webbed
Shared: 2D Platformer · Pixel Graphics · Platformer

FEZ
Shared: Platformer · Pixel Graphics · Singleplayer

Stray
Shared: Adventure · Singleplayer · Cats

Rain World
Shared: Platformer · Pixel Graphics · Atmospheric

SANABI
Shared: Pixel Graphics · 2D Platformer · Adventure

ANIMAL WELL
Shared: Pixel Graphics · Platformer · 2D

Ori and the Will of the Wisps
Shared: Platformer · Singleplayer · Adventure

Hollow Knight
Shared: Platformer · 2D · Singleplayer

LIMBO
Shared: Platformer · Adventure · 2D

OneShot
Shared: Pixel Graphics · Singleplayer · Cute

Neva
Shared: Platformer · Adventure · 2D Platformer

CATO: Buttered Cat
Shared: Adventure · Pixel Graphics · Platformer

Sonic Origins
Shared: 2D Platformer · Adventure · Platformer

Planet of Lana
Shared: 2D Platformer · Platformer · Singleplayer

GRIS
Shared: Platformer · Adventure · Atmospheric

Dead Cells
Shared: Adventure · Pixel Graphics · 2D

Sonic Mania
Shared: Platformer · 2D · Pixel Graphics

Pizza Tower
Shared: 2D Platformer · Platformer · Pixel Graphics

Öoo
Shared: 2D Platformer · Platformer · 2D

Slime Rancher
Shared: Adventure · Singleplayer · Cute

DAVE THE DIVER
Shared: Pixel Graphics · Adventure · Singleplayer

Owlboy
Shared: Pixel Graphics · Platformer · Adventure

Laughing to Die
Shared: Platformer · Adventure · 2D Platformer