Games like Rez Infinite
Games like Rez Infinite include A Dance of Fire and Ice, Pistol Whip, Project Wingman, Metal: Hellsinger, and BioShock Infinite. We matched them by the tags players give Rez Infinite on Steam (On-Rails Shooter, Flight, Rhythm, Action, and Singleplayer): closest matches first, and among equally close ones the better-known games.

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

Pistol Whip
Shared: Rhythm · Action · On-Rails Shooter

Project Wingman
Shared: Flight · Action · Singleplayer

Metal: Hellsinger
Shared: Rhythm · Singleplayer · Action

BioShock Infinite
Shared: Action · Singleplayer · Shooter

Superflight
Shared: Flight · Singleplayer · Action

DJMAX RESPECT V
Shared: Rhythm · Action · Singleplayer

ACE COMBAT™ 7: SKIES UNKNOWN
Shared: Flight · Shooter · Action

Beat Saber
Shared: Rhythm · Singleplayer · VR

Thumper
Shared: Rhythm · Action · Singleplayer

ACE COMBAT 8: WINGS OF THEVE
Shared: Flight · Action · Shooter

Sayonara Wild Hearts
Shared: Rhythm · Action · Singleplayer

Flower
Shared: Immersive · Flight · Atmospheric

STAR WARS™: Squadrons
Shared: Flight · Singleplayer · Action

Spin Rhythm XD
Shared: Rhythm · Action · Singleplayer

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

Mafia: The Old Country
Shared: Action · Atmospheric · Immersive

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

Rhythm Doctor
Shared: Rhythm · Singleplayer · Action

Black Mesa
Shared: Action · Singleplayer · Atmospheric

Half-Life 2
Shared: Action · Singleplayer · Shooter

RoboCop: Rogue City
Shared: Action · Singleplayer · Shooter

EZ2ON REBOOT : R
Shared: Rhythm · Action · Singleplayer

Detroit: Become Human
Shared: Singleplayer · Emotional · Action

