Games like Rutabaga Desert Storm
Games like Rutabaga Desert Storm include Vampire Survivors, Broforce, Planes, Bullets and Vodka, Huntdown, and METAL SLUG. We matched them by the tags players give Rutabaga Desert Storm on Steam (Shoot 'Em Up, Action, Side Scroller, Casual, and Pixel Graphics): closest matches first, and among equally close ones the better-known games.

Vampire Survivors
Shared: Pixel Graphics · Bullet Hell · Casual

Broforce
Shared: Action · Pixel Graphics · Local Co-Op

Planes, Bullets and Vodka
Shared: Action · Shoot 'Em Up · Casual

Huntdown
Shared: Side Scroller · Action · Pixel Graphics

METAL SLUG
Shared: Action · Side Scroller · Shoot 'Em Up

LUFTRAUSERS
Shared: Action · Shoot 'Em Up · Arcade

Bit Blaster XL
Shared: Shoot 'Em Up · Action · Arcade

METAL SLUG 3
Shared: Action · Arcade · Side Scroller

Blazing Chrome
Shared: Action · Side Scroller · Shoot 'Em Up

METAL SLUG X
Shared: Action · Shoot 'Em Up · Arcade

Timberman
Shared: Casual · Action · Pixel Graphics

Cyberhunt
Shared: Action · Shoot 'Em Up · Casual

BALL x PIT
Shared: Action · Shoot 'Em Up · Arcade

ZeroRanger
Shared: Shoot 'Em Up · Action · Pixel Graphics

Sky Force Reloaded
Shared: Shoot 'Em Up · Arcade · Action

METAL SLUG 2
Shared: Action · Shoot 'Em Up · Side Scroller

DRAINUS
Shared: Shoot 'Em Up · Action · Side Scroller

Teenage Mutant Ninja Turtles: Shredder's Revenge
Shared: Side Scroller · Pixel Graphics · Action

Streets of Rage 4
Shared: Action · Arcade · Side Scroller

Revolution Ace
Shared: Shoot 'Em Up · Action · Arcade

Rhythm Doctor
Shared: Pixel Graphics · Action · Local Co-Op

Shovel Knight: Treasure Trove
Shared: Pixel Graphics · Action · Side Scroller

Skul: The Hero Slayer
Shared: Action · Pixel Graphics · Indie

pureya
Shared: Casual · Arcade · Side Scroller