Games like Against All Odds
Games like Against All Odds include Escape From Duckov, Hotline Miami, 12 is Better Than 6, Hotline Miami 2: Wrong Number, and Alien Shooter. We matched them by the tags players give Against All Odds on Steam (Action, Shooter, Looter Shooter, Shoot 'Em Up, and Top-Down Shooter): closest matches first, and among equally close ones the better-known games.

Escape From Duckov
Shared: Action · Looter Shooter · Shooter

Hotline Miami
Shared: Action · Top-Down · Indie

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

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

Alien Shooter
Shared: Shooter · Action · Top-Down

My Friend Pedro
Shared: Action · Shooter · Indie

The Hong Kong Massacre
Shared: Action · Top-Down Shooter · Shooter

Borderlands 2
Shared: Shooter · Action · Looter Shooter

Trepang2
Shared: Shooter · Action · Horror

Shadowgrounds
Shared: Action · Top-Down Shooter · Shooter

The Darkness II
Shared: Action · Shooter · Dark

BALL x PIT
Shared: Action · Shoot 'Em Up · Top-Down Shooter

Crimsonland
Shared: Action · Shooter · Top-Down

RUINER
Shared: Action · Top-Down Shooter · Indie

DOOM Eternal
Shared: Action · Shooter · Gore

DOOM
Shared: Action · Shooter · Gore

Ready or Not
Shared: Shooter · Action · Horror

Resident Evil 4
Shared: Action · Horror · Dark

Broforce
Shared: Action · 2D · Shooter

CARRION
Shared: Action · 2D · Gore

Intravenous 2
Shared: Shooter · Action · Top-Down Shooter

PAYDAY 2
Shared: Action · Looter Shooter · Shooter

OUTRIDERS
Shared: Looter Shooter · Action · Shooter

BioShock Infinite
Shared: Action · Shooter · Gore