Games like I Am a Rock
Games like I Am a Rock include SpaceEngine, Exo One, Universe Sandbox, Mountain, and SPORE™. We matched them by the tags players give I Am a Rock on Steam (Casual, God Game, Space Sim, Walking Simulator, and 3D Platformer): closest matches first, and among equally close ones the better-known games.

SpaceEngine
Shared: Casual · Space Sim · 3D

Exo One
Shared: Walking Simulator · Flight · Space Sim

Universe Sandbox
Shared: Space Sim · God Game · Simulation

Mountain
Shared: Casual · God Game · Indie

SPORE™
Shared: God Game · Casual · Simulation

Just Go
Shared: Casual · Immersive Sim · 3D Platformer

SpaceBourne 2
Shared: Space Sim · Flight · 3D

xiuzhen idle
Shared: Casual · Idler · Indie

Melvor Idle
Shared: Casual · Idler · Indie

Dragon Cliff
Shared: Casual · Idler · RPG

Cookie Clicker
Shared: Casual · Idler · Indie

Chained Together
Shared: Casual · 3D Platformer · Adventure

The Scroll of Taiwu : Beyond The Dome
Shared: Casual · RPG · Indie

Drifter Star: Evolution
Shared: Casual · Indie · 3D Platformer

No-brainer Heroes 挂机吧!勇者
Shared: Casual · Idler · Indie

Ultimate Epic Battle Simulator 2
Shared: God Game · Simulation · Casual

Reus
Shared: God Game · Casual · Indie

The Exit 8
Shared: Walking Simulator · Immersive Sim · 3D

Chill with You : Lo-Fi Story
Shared: Casual · Immersive Sim · Idler

[Chillas Art] The Closing Shift
Shared: Casual · Immersive Sim · Simulation

Fresh Start Cleaning Simulator
Shared: 3D · Casual · Indie

EmergeNYC
Shared: Early Access · Casual · Simulation

Streamer Life Simulator
Shared: Casual · Simulation · Indie

Reentry - A Space Flight Simulator
Shared: Space Sim · Flight · Immersive Sim