Games like Ritum Bitum
Games like Ritum Bitum include AudioSurf, Audiosurf 2, A Dance of Fire and Ice, Music Racer, and Muse Dash. We matched them by the tags players give Ritum Bitum on Steam (Casual, Rhythm, Music-Based Procedural Generation, Singleplayer, and Puzzle): closest matches first, and among equally close ones the better-known games.

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

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

A Dance of Fire and Ice
Shared: Rhythm · Singleplayer · Arcade

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

Muse Dash
Shared: Rhythm · Casual · Singleplayer

Super Hexagon
Shared: Rhythm · Arcade · Indie

LUMINES REMASTERED
Shared: Casual · Puzzle · Rhythm

Melatonin
Shared: Rhythm · Indie · Colorful

Geometry Dash
Shared: Rhythm · Singleplayer · Colorful

Spin Rhythm XD
Shared: Rhythm · Casual · Indie

Peggle Deluxe
Shared: Casual · Puzzle · Singleplayer

Assemble with Care
Shared: Casual · Puzzle · Indie

MUSYNX
Shared: Casual · Singleplayer · Rhythm

Sayonara Wild Hearts
Shared: Rhythm · Casual · Arcade

Zuma's Revenge!
Shared: Casual · Singleplayer · Puzzle

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

Bejeweled® 3
Shared: Casual · Puzzle · Singleplayer

DJMAX RESPECT V
Shared: Rhythm · Casual · Singleplayer

Zup! S
Shared: Casual · Puzzle · Singleplayer

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

Rhythm Doctor
Shared: Rhythm · Singleplayer · Indie

Little Inferno
Shared: Casual · Singleplayer · Puzzle

hololive Treasure Mountain
Shared: Casual · Arcade · Puzzle

Chants of Sennaar
Shared: Puzzle · Singleplayer · Colorful