Games like Music Escape
Games like Music Escape include Retrowave, Beat Saber, A Dance of Fire and Ice, Music Racer, and War Thunder. We matched them by the tags players give Music Escape on Steam (Indie, Casual, Simulation, Action, and Rhythm): closest matches first, and among equally close ones the better-known games.

Retrowave
Shared: Indie · Casual · Simulation

Beat Saber
Shared: Rhythm · Music · VR

A Dance of Fire and Ice
Shared: Rhythm · Indie · Music

Music Racer
Shared: Indie · Rhythm · Music

War Thunder
Shared: Simulation · Action · Combat

DJMAX RESPECT V
Shared: Casual · Rhythm · Music

Muse Dash
Shared: Rhythm · Music · Casual

Rhythm Doctor
Shared: Rhythm · Indie · Music

Spin Rhythm XD
Shared: Casual · Indie · Rhythm

EZ2ON REBOOT : R
Shared: Casual · Action · Rhythm

BOXVR
Shared: Indie · Casual · Action

Synth Riders
Shared: Indie · Rhythm · Music

AudioSurf
Shared: Indie · Casual · Rhythm

Sayonara Wild Hearts
Shared: Rhythm · Action · Casual

Ragnarock
Shared: Action · Rhythm · Music

Rocksmith® 2014 Edition REMASTERED LEARN & PLAY
Shared: Simulation · Music · Rhythm

Intralism
Shared: Indie · Rhythm · Music

Mountain
Shared: Indie · Simulation · Casual

Goat Simulator
Shared: Simulation · Casual · Indie

Into The Flames
Shared: Simulation · Casual · Action

Contractors
Shared: Action · Indie · Simulation

Thumper
Shared: Indie · Rhythm · Action

MUSYNX
Shared: Indie · Casual · Music

BIT.TRIP BEAT
Shared: Indie · Casual · Rhythm