Games like Caveman Warriors
Games like Caveman Warriors include Castle Crashers®, Broforce, Streets of Rage 4, Rayman® Legends, and Shank 2. We matched them by the tags players give Caveman Warriors on Steam (Beat 'em up, 2D, 4 Player Local, Platformer, and Action): closest matches first, and among equally close ones the better-known games.

Castle Crashers®
Shared: 2D · Beat 'em up · 4 Player Local

Broforce
Shared: 2D · Action · Platformer

Streets of Rage 4
Shared: Beat 'em up · 2D · Action

Rayman® Legends
Shared: Platformer · 2D · Adventure

Shank 2
Shared: Beat 'em up · 2D · Action

Shank
Shared: Beat 'em up · 2D · Action

Dust: An Elysian Tail
Shared: Platformer · Action · 2D

Shovel Knight: Treasure Trove
Shared: Platformer · 2D · Indie

Guacamelee! Super Turbo Championship Edition
Shared: 2D · Beat 'em up · Platformer

Sonic Mania
Shared: 2D · Platformer · Adventure

BADLAND: Game of the Year Edition
Shared: 2D · Adventure · Indie

Rivals of Aether
Shared: Indie · 2D · 2D Fighter

Guacamelee! Gold Edition
Shared: Platformer · Beat 'em up · Action

Guacamelee! 2
Shared: Platformer · 2D · Action

Teenage Mutant Ninja Turtles: Shredder's Revenge
Shared: Beat 'em up · 2D · Action

TowerFall Ascension
Shared: Action · Indie · Platformer

Cuphead
Shared: Platformer · 2D · Indie

Charlie Murder
Shared: Beat 'em up · Action · Indie

Pikuniku
Shared: Adventure · Indie · Casual

Skul: The Hero Slayer
Shared: Action · 2D · Indie

Stick It to the Stickman
Shared: Beat 'em up · Action · 2D

Kung Fury: Street Rage - Ultimate Edition
Shared: Beat 'em up · Action · Indie

One Finger Death Punch
Shared: Beat 'em up · Action · Indie

Hollow Knight
Shared: Platformer · 2D · Indie