Games like Random Mix
Games like Random Mix include A Dance of Fire and Ice, AudioSurf, Geometry Dash, Incredibox, and Muse Dash. We matched them by the tags players give Random Mix on Steam (Early Access, Music-Based Procedural Generation, Rhythm, Music, and 2D): closest matches first, and among equally close ones the better-known games.

A Dance of Fire and Ice
Shared: Rhythm · Music · 2D

AudioSurf
Shared: Rhythm · Music · Music-Based Procedural Generation

Geometry Dash
Shared: Music · Rhythm · 2D

Incredibox
Shared: Rhythm · Music · Casual

Muse Dash
Shared: Rhythm · Music · Casual

Audiosurf 2
Shared: Rhythm · Music · Music-Based Procedural Generation

Rhythm Doctor
Shared: Rhythm · Music · 2D

DJMAX RESPECT V
Shared: Rhythm · Music · Casual

Music Racer
Shared: Rhythm · Music · Music-Based Procedural Generation

Beat Hazard
Shared: Music-Based Procedural Generation · Rhythm · Music

PUMP IT UP RISE
Shared: Rhythm · Music-Based Procedural Generation · 2D

EZ2ON REBOOT : R
Shared: Rhythm · Music · Casual

Beat Hazard 2
Shared: Music-Based Procedural Generation · Rhythm · Music

Melatonin
Shared: Rhythm · Music · 2D

Spin Rhythm XD
Shared: Rhythm · Music · Casual

Beatblock
Shared: Rhythm · Music · 2D

Beat Saber
Shared: Rhythm · Music · Music-Based Procedural Generation

Intralism
Shared: Rhythm · Music · Casual

One Hand Clapping
Shared: Music · Rhythm · Early Access

Rift of the NecroDancer
Shared: Rhythm · Music · Arcade

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

Sixtar Gate: STARTRAIL
Shared: Rhythm · Casual · 2D

Melody's Escape
Shared: Music-Based Procedural Generation · Rhythm · 2D

Rhythia
Shared: Rhythm · Casual · 2D