Games like Police Chase
Games like Police Chase include Drift86, Super Hexagon, Superflight, Sparkle 2 Evo, and One Finger Death Punch. We matched them by the tags players give Police Chase on Steam (Casual, Indie, Action, Simulation, and Arcade): closest matches first, and among equally close ones the better-known games.

Drift86
Shared: Casual · Indie · Arcade

Super Hexagon
Shared: Indie · Arcade · Fast-Paced

Superflight
Shared: Indie · Casual · Action

Sparkle 2 Evo
Shared: Casual · Indie · Action

One Finger Death Punch
Shared: Action · Indie · Fast-Paced

Passpartout: The Starving Artist
Shared: Casual · Indie · Simulation

AudioSurf
Shared: Indie · Casual · Arcade

Retrowave
Shared: Indie · Casual · Simulation

House Flipper
Shared: Simulation · Singleplayer · Casual

Mountain
Shared: Indie · Casual · Simulation

Timberman
Shared: Casual · Indie · Action

Game Dev Tycoon
Shared: Indie · Simulation · Casual

Goat Simulator
Shared: Simulation · Casual · Indie

Plague Inc: Evolved
Shared: Indie · Simulation · Casual

Project Wingman
Shared: Action · Indie · Singleplayer

Slime Rancher 2
Shared: Singleplayer · Relaxing · Casual

Potion Craft: Alchemist Simulator
Shared: Simulation · Singleplayer · Indie

Vampire Survivors
Shared: Indie · Casual · Singleplayer

Zup! S
Shared: Casual · Indie · Singleplayer

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

Spin Rhythm XD
Shared: Casual · Indie · Action

Shelldiver
Shared: Casual · Arcade · Simulation

KovaaK's
Shared: Action · Simulation · Indie

Unpacking
Shared: Casual · Relaxing · Indie