Games like Bounty Below
Games like Bounty Below include Vampire Survivors, Enter the Gungeon, Death Must Die, Hades, and Hades II. We matched them by the tags players give Bounty Below on Steam (Action, Casual, RPG, Incremental, and Idler): closest matches first, and among equally close ones the better-known games.

Vampire Survivors
Shared: Action Roguelike · Bullet Hell · Casual

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

Death Must Die
Shared: Action Roguelike · RPG · Action

Hades
Shared: Action · Action Roguelike · Roguelite

Hades II
Shared: Action · Roguelike · RPG

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

Megabonk
Shared: Action Roguelike · Roguelike · Action

Astro Prospector
Shared: Casual · Incremental · Roguelike

Dungreed
Shared: Action · Action Roguelike · Roguelike

Noita
Shared: Roguelike · Dungeon Crawler · Action

Heroes of Hammerwatch II
Shared: RPG · Action · Action Roguelike

UnderMine
Shared: Action Roguelike · RPG · Action

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

Streets of Rogue
Shared: RPG · Action Roguelike · Action

Cookie Clicker
Shared: Incremental · Casual · Idler

Juicy Realm
Shared: Action · RPG · Casual

Dragon Cliff
Shared: RPG · Idler · Incremental

The Binding of Isaac: Rebirth
Shared: Action Roguelike · Roguelike · Dungeon Crawler

Wizard of Legend
Shared: Action Roguelike · Action · Roguelike

Nuclear Throne
Shared: Action Roguelike · Action · Roguelike

Idle Champions of the Forgotten Realms
Shared: Idler · Incremental · RPG

Blazing Beaks
Shared: Action · Action Roguelike · Roguelike

Dead Cells
Shared: Roguelike · Action Roguelike · Action

BALL x PIT
Shared: Action · Action Roguelike · Roguelike