Games like Orbital Purge
Games like Orbital Purge include Vampire Survivors, BALL x PIT, Megabonk, Nova Drift, and Halls of Torment. We matched them by the tags players give Orbital Purge on Steam (Action Roguelike, Bullet Hell, Shoot 'Em Up, Roguelite, and Action): closest matches first, and among equally close ones the better-known games.

Vampire Survivors
Shared: Action Roguelike · Bullet Hell · Roguelite

BALL x PIT
Shared: Bullet Hell · Roguelite · Action

Megabonk
Shared: Action Roguelike · Roguelite · Bullet Hell

Nova Drift
Shared: Bullet Hell · Shoot 'Em Up · Action Roguelike

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

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

Deep Rock Galactic: Survivor
Shared: Action Roguelike · Bullet Hell · Roguelite

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

Soulstone Survivors
Shared: Action Roguelike · Bullet Hell · Roguelite

Brotato
Shared: Bullet Hell · Action Roguelike · Roguelite

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

Boneraiser Minions
Shared: Action Roguelike · Bullet Hell · Roguelite

Rogue: Genesia
Shared: Bullet Hell · Action Roguelike · Roguelite

I Am Legion: Stand Survivors
Shared: Action Roguelike · Bullet Hell · Shoot 'Em Up

Hades
Shared: Action Roguelike · Roguelite · Action

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

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

The Spell Brigade
Shared: Bullet Hell · Roguelite · Action Roguelike

Magicraft
Shared: Action Roguelike · Bullet Hell · Roguelite

Nuclear Throne
Shared: Action Roguelike · Bullet Hell · Action

Apocalypse Party
Shared: Action Roguelike · Casual · Bullet Hell

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

Bit Blaster XL
Shared: Bullet Hell · Shoot 'Em Up · Arcade

Astro Prospector
Shared: Action Roguelike · Roguelite · Bullet Hell