Games like Space Escape
Games like Space Escape include Vampire Survivors, Megabonk, Death Must Die, Skul: The Hero Slayer, and Rocket Rats. We matched them by the tags players give Space Escape 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

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

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

Rocket Rats
Shared: Action Roguelike · Casual · Bullet Hell

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

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

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

Boneraiser Minions
Shared: Action Roguelike · Bullet Hell · Roguelite

Nuclear Throne
Shared: Action Roguelike · Action · Bullet Hell

BALL x PIT
Shared: Action · Roguelite · Action Roguelike

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

Hades
Shared: Action Roguelike · Roguelite · Action

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

Dungreed
Shared: Action Roguelike · Action · Roguelite

Nova Drift
Shared: Bullet Hell · Action Roguelike · Roguelite

Brotato
Shared: Action Roguelike · Bullet Hell · Roguelite

EVERSPACE™
Shared: Action Roguelike · Action · Roguelite

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

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

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

Pass the Fear
Shared: Action Roguelike · Roguelite · Bullet Hell

Roboquest
Shared: Action Roguelike · Roguelite · Shooter

Dead Cells
Shared: Action Roguelike · Roguelite · 2D