Games like Chase Survivors
Games like Chase Survivors include Vampire Survivors, Megabonk, BALL x PIT, Halls of Torment, and Brotato. We matched them by the tags players give Chase Survivors on Steam (Post-apocalyptic, Action Roguelike, Bullet Hell, Action, and Roguelike): closest matches first, and among equally close ones the better-known games.

Vampire Survivors
Shared: Action Roguelike · Bullet Hell · Roguelike

Megabonk
Shared: Action Roguelike · Roguelike · Bullet Hell

BALL x PIT
Shared: Action · Bullet Hell · Action Roguelike

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

Brotato
Shared: Bullet Hell · Action Roguelike · Roguelike

Nuclear Throne
Shared: Action Roguelike · Roguelike · Bullet Hell

Hades
Shared: Action Roguelike · Action · Roguelike

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

Soulstone Survivors
Shared: Action Roguelike · Bullet Hell · Roguelike

20 Minutes Till Dawn
Shared: Action Roguelike · Bullet Hell · Shoot 'Em Up

Apocalypse Party
Shared: Action Roguelike · Casual · Bullet Hell

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

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

Crab Champions
Shared: Action Roguelike · Roguelike · Arcade

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

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

Boneraiser Minions
Shared: Action Roguelike · Bullet Hell · Roguelite

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

Hades II
Shared: Action · Roguelike · Action Roguelike

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

Goobies
Shared: Action Roguelike · Bullet Hell · Casual

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

Yet Another Zombie Survivors
Shared: Action Roguelike · Arcade · Roguelike

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