Games like Rhyme Storm
Games like Rhyme Storm include A Dance of Fire and Ice, Geometry Dash, Super Hexagon, Muse Dash, and AudioSurf. We matched them by the tags players give Rhyme Storm on Steam (Casual, Indie, Rhythm, Early Access, and Arcade): closest matches first, and among equally close ones the better-known games.

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

Geometry Dash
Shared: Rhythm · Great Soundtrack · Music

Super Hexagon
Shared: Indie · Great Soundtrack · Arcade

Muse Dash
Shared: Rhythm · Casual · Music

AudioSurf
Shared: Indie · Rhythm · Casual

EZ2ON REBOOT : R
Shared: Rhythm · Casual · Music

Audiosurf 2
Shared: Indie · Rhythm · Casual

Sayonara Wild Hearts
Shared: Rhythm · Casual · Great Soundtrack

DJMAX RESPECT V
Shared: Casual · Rhythm · Music

Music Racer
Shared: Indie · Rhythm · Casual

Spin Rhythm XD
Shared: Casual · Rhythm · Indie

Rift of the NecroDancer
Shared: Rhythm · Indie · Music

Just Shapes & Beats
Shared: Rhythm · Great Soundtrack · Indie

Beat Saber
Shared: Rhythm · Music · Indie

Intralism
Shared: Indie · Rhythm · Music

Rhythm Doctor
Shared: Rhythm · Indie · Music

BARRIER X
Shared: Indie · Arcade · Rhythm

MUSYNX
Shared: Indie · Casual · Rhythm

Thumper
Shared: Indie · Rhythm · Great Soundtrack

Timberman
Shared: Casual · Indie · Arcade

Neon Beats
Shared: Rhythm · Indie · Great Soundtrack

Crypt of the NecroDancer
Shared: Rhythm · Indie · Great Soundtrack

The Polynomial - Space of the music
Shared: Indie · Casual · Rhythm

BOXVR
Shared: Indie · Casual · Sports