Games like Chaos Party
Games like Chaos Party include BALL x PIT, Stick Fight: The Game, Sky Force Reloaded, DoDonPachi Resurrection, and Bit Blaster XL. We matched them by the tags players give Chaos Party on Steam (Party, 4 Player Local, Split Screen, Arcade, and Physics): closest matches first, and among equally close ones the better-known games.
BALL x PIT
Shared: Arcade · Action · Top-Down Shooter
Stick Fight: The Game
Shared: 4 Player Local · Action · 2D
Sky Force Reloaded
Shared: Arcade · Top-Down Shooter · Shoot 'Em Up
DoDonPachi Resurrection
Shared: Arcade · Top-Down Shooter · 2D
Bit Blaster XL
Shared: Arcade · 2D · Shoot 'Em Up
Amazing Frog?
Shared: Split Screen · Physics · 4 Player Local
SNKRX
Shared: Arcade · Top-Down Shooter · Shoot 'Em Up
Cyberhunt
Shared: Arcade · Action · 2D
Nova Drift
Shared: Arcade · Shoot 'Em Up · 2D
ESCHATOS
Shared: Arcade · Top-Down Shooter · 2D
Planes, Bullets and Vodka
Shared: Arcade · Action · Shoot 'Em Up
HELLDIVERS™ Dive Harder Edition
Shared: Top-Down Shooter · 4 Player Local · Action
Revolution Ace
Shared: Arcade · Action · Shoot 'Em Up
Halo: Spartan Assault
Shared: Top-Down Shooter · Action · Top-Down
Starblast
Shared: Arcade · Action · 2D
DARIUSBURST Chronicle Saviours
Shared: Arcade · 4 Player Local · Shoot 'Em Up
BLUE REVOLVER
Shared: Arcade · Shoot 'Em Up · Action
Guns, Gore & Cannoli
Shared: 2D · Action · Shoot 'Em Up
Move or Die
Shared: 4 Player Local · 2D · Action
Crimzon Clover World EXplosion
Shared: Arcade · Action · Shoot 'Em Up
Chippy
Shared: Arcade · Top-Down Shooter · Shoot 'Em Up
LUFTRAUSERS
Shared: Arcade · 2D · Action
Renegade Ops
Shared: Arcade · Action · Top-Down
METAL SLUG
Shared: Arcade · 2D · Action