Games like Dive The Depths
Games like Dive The Depths include The Binding of Isaac: Rebirth, Vampire Survivors, Skul: The Hero Slayer, Hades, and Noita. We matched them by the tags players give Dive The Depths on Steam (Singleplayer, Action Roguelike, Pixel Graphics, Underwater, and Difficult): closest matches first, and among equally close ones the better-known games.

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

Vampire Survivors
Shared: Action Roguelike · Pixel Graphics · Singleplayer

Skul: The Hero Slayer
Shared: Action Roguelike · Pixel Graphics · Singleplayer

Hades
Shared: Action Roguelike · Singleplayer · Roguelite

Noita
Shared: Pixel Graphics · Difficult · Roguelike

Dead Cells
Shared: Action Roguelike · Pixel Graphics · Roguelike

Dungreed
Shared: Action Roguelike · Pixel Graphics · Roguelike

Enter the Gungeon
Shared: Action Roguelike · Pixel Graphics · Difficult

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

UnderMine
Shared: Action Roguelike · Pixel Graphics · Roguelite

Sephiria
Shared: Action Roguelike · Pixel Graphics · Roguelike

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

Hades II
Shared: Action Roguelike · Roguelike · Roguelite

Nuclear Throne
Shared: Action Roguelike · Pixel Graphics · Roguelike

Megabonk
Shared: Action Roguelike · Roguelike · Roguelite

Rogue Legacy
Shared: Action Roguelike · Singleplayer · Roguelike

Wizard of Legend
Shared: Action Roguelike · Pixel Graphics · Roguelike

Stoneshard
Shared: Pixel Graphics · Roguelike · Singleplayer

Death Must Die
Shared: Action Roguelike · Pixel Graphics · Roguelite

Moonlighter
Shared: Pixel Graphics · Action Roguelike · Roguelite

Halls of Torment
Shared: Action Roguelike · Pixel Graphics · Roguelite

Balatro
Shared: Singleplayer · Roguelike · Pixel Graphics

Wall World
Shared: Pixel Graphics · Roguelite · Difficult

Streets of Rogue
Shared: Action Roguelike · Pixel Graphics · Roguelite