Games like Desktop Man
Games like Desktop Man include DJMAX RESPECT V, Muse Dash, ATLYSS, Hi-Fi RUSH, and Hatsune Miku: Project DIVA Mega Mix+. We matched them by the tags players give Desktop Man on Steam (Action, Casual, Rhythm, Character Action Game, and 3D Platformer): closest matches first, and among equally close ones the better-known games.

DJMAX RESPECT V
Shared: Rhythm · Casual · Action

Muse Dash
Shared: Rhythm · Anime · Casual

ATLYSS
Shared: Action · RPG · 3D Platformer

Hi-Fi RUSH
Shared: Action · Rhythm · Cartoony

Hatsune Miku: Project DIVA Mega Mix+
Shared: Rhythm · Anime · Action

Forward to the Sky
Shared: Action · Anime · Casual

EZ2ON REBOOT : R
Shared: Action · Rhythm · Casual

Touhou Endless Dream
Shared: Casual · Anime · Cartoon

FANTASY LIFE i: The Girl Who Steals Time
Shared: Casual · Action · RPG

PLATiNA :: LAB
Shared: Rhythm · Action · Casual

Chinese Parents
Shared: Casual · RPG · Anime

SCARLET NEXUS
Shared: Action · Anime · RPG

DRAGON BALL Z: KAKAROT
Shared: Action · Anime · RPG

ICEY
Shared: Action · Anime · Indie

Bomb Rush Cyberfunk
Shared: Action · 3D Platformer · Stylized

WEBFISHING
Shared: Casual · Cute · Indie

Deaths Door
Shared: Action · 3D Platformer · Cartoony

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

Sixtar Gate: STARTRAIL
Shared: Action · Casual · Rhythm

Sword Art Online: Fatal Bullet
Shared: Action · Anime · RPG

Rhythm Doctor
Shared: Rhythm · Action · Indie

Zenless Zone Zero
Shared: Action · Anime · Cute

MONSTER HUNTER RISE
Shared: Action · RPG · Character Customization

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