Games like Time Bandit
Games like Time Bandit include Broforce, Sonic Mania, UFO 50, Shovel Knight: Treasure Trove, and Hotline Miami 2: Wrong Number. We matched them by the tags players give Time Bandit on Steam (Retro, Top-Down Shooter, PvE, Time Travel, and Shooter): closest matches first, and among equally close ones the better-known games.

Broforce
Shared: Pixel Graphics · 2D · Shooter

Sonic Mania
Shared: Retro · 2D · Pixel Graphics

UFO 50
Shared: Retro · Pixel Graphics · 2D

Shovel Knight: Treasure Trove
Shared: Retro · Pixel Graphics · 2D

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

ARC Raiders
Shared: PvP · PvE · Shooter

Pixel Gun 3D: PC Edition
Shared: PvP · Pixel Graphics · Shooter

Hotline Miami
Shared: Pixel Graphics · Retro · Action

Warhammer 40,000: Boltgun
Shared: Retro · Shooter · Pixel Graphics

Escape From Duckov
Shared: Top-Down Shooter · Shooter · Action

PUBG: BATTLEGROUNDS
Shared: Shooter · PvP · Action

SANABI
Shared: Pixel Graphics · 2D · Action

Planes, Bullets and Vodka
Shared: Retro · Shooter · Arcade

The Messenger
Shared: Retro · Pixel Graphics · 2D

BALL x PIT
Shared: Top-Down Shooter · Arcade · Action

Huntdown
Shared: Pixel Graphics · Shooter · Retro

Blazing Chrome
Shared: Retro · Pixel Graphics · 2D

METAL SLUG
Shared: Retro · 2D · Arcade

METAL SLUG 3
Shared: Retro · Arcade · Shooter

DoDonPachi Resurrection
Shared: Top-Down Shooter · Shooter · 2D

Door Kickers: Action Squad
Shared: Retro · Pixel Graphics · Shooter

Duck Game
Shared: Pixel Graphics · 2D · Shooter

Bot Vice
Shared: Top-Down Shooter · Pixel Graphics · Shooter

Squad
Shared: PvP · PvE · Shooter