Games like Rhythm Life
Games like Rhythm Life include Beat Saber, Cyberpunk 2077, BioShock Infinite, Fallout: New Vegas, and Garten of Banban. We matched them by the tags players give Rhythm Life on Steam (Rhythm, RPG, First-Person, Lore-Rich, and Cartoony): closest matches first, and among equally close ones the better-known games.

Beat Saber
Shared: Rhythm · VR · First-Person

Cyberpunk 2077
Shared: RPG · First-Person · Sci-fi

BioShock Infinite
Shared: First-Person · RPG · Action

Fallout: New Vegas
Shared: RPG · First-Person · Action

Garten of Banban
Shared: First-Person · VR · Cartoony

Incredibox
Shared: Rhythm · Casual · Cartoony

Titanfall® 2
Shared: Mechs · First-Person · Sci-fi

Touhou Mystia's Izakaya
Shared: RPG · Casual · Cooking

Kingdom Come: Deliverance II
Shared: RPG · First-Person · Action

Deus Ex: Mankind Divided
Shared: RPG · First-Person · Sci-fi

Arctic Eggs
Shared: First-Person · Cooking · Lore-Rich

Half-Life: Alyx
Shared: VR · First-Person · Sci-fi

Starfield
Shared: RPG · First-Person · Sci-fi

Hi-Fi RUSH
Shared: Rhythm · Cartoony · Action

Pistol Whip
Shared: Rhythm · VR · First-Person

Prison Simulator
Shared: RPG · First-Person · Casual

Fallout 4
Shared: RPG · First-Person · Sci-fi

The Elder Scrolls V: Skyrim VR
Shared: RPG · VR · First-Person

Gorilla Tag
Shared: First-Person · VR · Casual

S.T.A.L.K.E.R.: Shadow of Chornobyl - Enhanced Edition
Shared: RPG · First-Person · Action

The Outer Worlds 2
Shared: RPG · First-Person · Sci-fi

SpaceBourne 2
Shared: RPG · First-Person · Lore-Rich

Kingdom Come: Deliverance
Shared: RPG · First-Person · Action

Synth Riders
Shared: Rhythm · VR · First-Person

