Games like Shut Up, Rabbit!
Games like Shut Up, Rabbit! include Vampire Survivors, Planes, Bullets and Vodka, DAVE THE DIVER, Broforce, and Timberman. We matched them by the tags players give Shut Up, Rabbit! on Steam (Action, Pixel Graphics, Casual, Relaxing, and Shooter): closest matches first, and among equally close ones the better-known games.

Vampire Survivors
Shared: Pixel Graphics · 2D · Casual

Planes, Bullets and Vodka
Shared: Action · Casual · Shooter

DAVE THE DIVER
Shared: Pixel Graphics · Casual · Relaxing

Broforce
Shared: Action · Pixel Graphics · 2D

Timberman
Shared: Pixel Graphics · Casual · Action

BALL x PIT
Shared: Action · Arcade · Pixel Graphics

Hotline Miami 2: Wrong Number
Shared: Pixel Graphics · Action · Top-Down

Shower With Your Dad Simulator 2015: Do You Still Shower With Your Dad
Shared: Casual · 2D · Action

Rocket Rats
Shared: Pixel Graphics · Casual · Action

Hotline Miami
Shared: Action · Pixel Graphics · Top-Down

Bit Blaster XL
Shared: Shooter · Action · 2D

Shelldiver
Shared: Casual · Relaxing · Arcade

Unpacking
Shared: Relaxing · Casual · Pixel Graphics

Cyberhunt
Shared: Action · Casual · Pixel Graphics

Orbt XL
Shared: Relaxing · Action · Arcade

DJMAX RESPECT V
Shared: Casual · Action · 2D

Stardew Valley
Shared: Pixel Graphics · Relaxing · Casual

12 is Better Than 6
Shared: Action · Shooter · Top-Down Shooter

LUFTRAUSERS
Shared: Action · Pixel Graphics · Arcade

Halo: Spartan Assault
Shared: Action · Top-Down Shooter · Shooter

UFO 50
Shared: Pixel Graphics · Action · 2D

Exit the Gungeon
Shared: Action · Pixel Graphics · Arcade

Huntdown
Shared: Pixel Graphics · Action · Shooter

Skul: The Hero Slayer
Shared: Action · Pixel Graphics · 2D