Games like Octo Armada
Games like Octo Armada include Vampire Survivors, Megabonk, Skul: The Hero Slayer, Death Must Die, and Halls of Torment. We matched them by the tags players give Octo Armada on Steam (Action Roguelike, Action, Casual, Bullet Hell, and Roguelite): closest matches first, and among equally close ones the better-known games.

Vampire Survivors
Shared: Action Roguelike · Bullet Hell · Roguelite

Megabonk
Shared: Action Roguelike · Roguelite · Bullet Hell

Skul: The Hero Slayer
Shared: Action · Action Roguelike · Indie

Death Must Die
Shared: Action Roguelike · Bullet Hell · Roguelite

Halls of Torment
Shared: Action Roguelike · Bullet Hell · Roguelite

Enter the Gungeon
Shared: Action Roguelike · Bullet Hell · Roguelike

Hades
Shared: Action Roguelike · Roguelite · Action

BALL x PIT
Shared: Action · Roguelite · Action Roguelike

Nuclear Throne
Shared: Action Roguelike · Action · Roguelike

The Binding of Isaac: Rebirth
Shared: Action Roguelike · Roguelike · Indie

Boneraiser Minions
Shared: Action Roguelike · Bullet Hell · Roguelite

Dungreed
Shared: Action Roguelike · Action · Roguelite

Brotato
Shared: Action Roguelike · Bullet Hell · Roguelike

Noobs Want to Live
Shared: Bullet Hell · Action · Action Roguelike

Rocket Rats
Shared: Action Roguelike · Casual · Bullet Hell

Dead Cells
Shared: Action Roguelike · Roguelike · Roguelite

Rogue Legacy
Shared: Action Roguelike · Action · Roguelike

Seraph's Last Stand
Shared: Action Roguelike · Casual · Bullet Hell

20 Minutes Till Dawn
Shared: Action Roguelike · Bullet Hell · Roguelite

Hades II
Shared: Action · Action Roguelike · Roguelite

Star of Providence
Shared: Action Roguelike · Bullet Hell · Roguelite

Asgard's Fall — Viking Survivors
Shared: Action Roguelike · Bullet Hell · Casual

Risk of Rain (2013)
Shared: Action Roguelike · Action · Roguelike

Soulstone Survivors
Shared: Action Roguelike · Bullet Hell · Roguelite