Games like Solar System Simulator
Games like Solar System Simulator include Kerbal Space Program, Universe Sandbox, SpaceEngine, Kerbal Space Program 2, and X4: Foundations. We matched them by the tags players give Solar System Simulator on Steam (Simulation, Space Sim, Space, Sandbox, and Exploration): closest matches first, and among equally close ones the better-known games.

Kerbal Space Program
Shared: Simulation · Space · Sandbox

Universe Sandbox
Shared: Simulation · Space · Space Sim

SpaceEngine
Shared: Sandbox · Space · Space Sim

Kerbal Space Program 2
Shared: Space · Sandbox · Exploration

X4: Foundations
Shared: Simulation · Space · Space Sim

Elite Dangerous
Shared: Space Sim · Space · Simulation

Space Engineers
Shared: Sandbox · Space · Simulation

Spaceflight Simulator
Shared: Space Sim · Simulation · Sandbox

No Man's Sky
Shared: Space · Exploration · Sandbox

Empyrion - Galactic Survival
Shared: Simulation · Space · Space Sim

SPORE™
Shared: Simulation · Sandbox · Space

EVE Online
Shared: Space Sim · Exploration · Simulation

Avorion
Shared: Space Sim · Sandbox · Exploration

Universe Sandbox
Shared: Simulation · Space · Sandbox

PC Building Simulator
Shared: Simulation · Sandbox · Education

Totally Accurate Battle Simulator
Shared: Simulation · Sandbox · Physics

Hardspace: Shipbreaker
Shared: Simulation · Space · Sandbox

Goat Simulator 3
Shared: Sandbox · Simulation · Exploration

Ostranauts
Shared: Simulation · Space Sim · Sandbox

BeamNG.drive
Shared: Simulation · Sandbox · Realistic

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

Stellaris
Shared: Space · Simulation · Exploration

Goat Simulator
Shared: Simulation · Sandbox · Casual

Garry's Mod
Shared: Sandbox · Casual · Simulation