Games like Throwback
Games like Throwback include Pistol Whip, Project Wingman, Hatsune Miku: Project DIVA Mega Mix+, UBERMOSH, and Cyberpunk 2077. We matched them by the tags players give Throwback on Steam (On-Rails Shooter, Bikes, BMX, Arcade, and Character Customization): closest matches first, and among equally close ones the better-known games.

Pistol Whip
Shared: On-Rails Shooter · VR · Arcade

Project Wingman
Shared: Action · Arcade · VR

Hatsune Miku: Project DIVA Mega Mix+
Shared: Arcade · Character Customization · Action

UBERMOSH
Shared: Cyberpunk · Arcade · Action

Cyberpunk 2077
Shared: Cyberpunk · Sci-fi · Action

Street Fighter™ 6
Shared: Arcade · Character Customization · Action

Rez Infinite
Shared: On-Rails Shooter · Action · Arcade

Ding Dong XL
Shared: Arcade · Character Customization · Cyberpunk

MULLET MADJACK
Shared: Arcade · Cyberpunk · Action

VMX
Shared: BMX · VR · Bikes

THE HOUSE OF THE DEAD: Remake
Shared: On-Rails Shooter · Action · Arcade

ARMORED CORE™ VI FIRES OF RUBICON™
Shared: Character Customization · Action · Sci-fi

Hard Bullet
Shared: VR · Action · Indie

TEKKEN 7
Shared: Arcade · Action · Character Customization

Dead as Disco
Shared: Arcade · Character Customization · Action

Descenders
Shared: Bikes · Action · BMX

Crisis Brigade 2 reloaded
Shared: VR · Action · Arcade

Ex-Zodiac
Shared: On-Rails Shooter · Arcade · Action

Ghosts of Tabor
Shared: VR · Action · Character Customization

M.A.S.S. Builder
Shared: Character Customization · Gun Customization · Action

Sairento VR
Shared: Action · VR · Cyberpunk

The Typing of The Dead: Overkill
Shared: On-Rails Shooter · Arcade · Action

BMX The Game
Shared: BMX · Bikes · Early Access

Urban Trial Freestyle
Shared: Bikes · Arcade · Action