Games like Deep Dark Dungeon
Games like Deep Dark Dungeon include Hades, Hades II, Hero Siege, Vampire Survivors, and Death Must Die. We matched them by the tags players give Deep Dark Dungeon on Steam (RPG, Action, Indie, Action Roguelike, and Hack and Slash): closest matches first, and among equally close ones the better-known games.

Hades
Shared: Action Roguelike · Indie · Hack and Slash

Hades II
Shared: Action · Hack and Slash · Roguelite

Hero Siege
Shared: RPG · Action Roguelike · Hack and Slash

Vampire Survivors
Shared: Action Roguelike · Roguelite · Indie

Death Must Die
Shared: Action Roguelike · RPG · Roguelite

Soulstone Survivors
Shared: Action Roguelike · Roguelite · RPG

Halls of Torment
Shared: Action Roguelike · Roguelite · Action

Children of Morta
Shared: Hack and Slash · RPG · Action Roguelike

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

Streets of Rogue
Shared: Action Roguelike · RPG · Roguelite

Ravenswatch
Shared: Action Roguelike · Action · Indie

Last Epoch
Shared: RPG · Hack and Slash · Action

Lost Castle
Shared: Action Roguelike · Hack and Slash · 4 Player Local

Wolcen: Lords of Mayhem
Shared: RPG · Hack and Slash · Action

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

SWORN
Shared: Indie · Roguelite · Action Roguelike

Moonlighter
Shared: Hack and Slash · Roguelite · RPG

Gunfire Reborn
Shared: Roguelite · Indie · Action

Wizard of Legend
Shared: Action Roguelike · Action · Local Co-Op

Warhammer 40,000: Inquisitor - Martyr
Shared: RPG · Action · Hack and Slash

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

Rogue Legacy
Shared: Indie · Action · Action Roguelike

Brotato
Shared: Action Roguelike · Local Co-Op · Roguelite

Torchlight II
Shared: RPG · Hack and Slash · Action