Games like Okay, Panic!
Games like Okay, Panic! include SUPERHOT VR, SUPERHOT, Hamster Hunter, Riven, and Five Nights at Freddy's: Secret of the Mimic. We matched them by the tags players give Okay, Panic! on Steam (Exploration, Puzzle, Arcade, 3D, and First-Person): closest matches first, and among equally close ones the better-known games.

SUPERHOT VR
Shared: Puzzle · VR · Bullet Time

SUPERHOT
Shared: Bullet Time · Action · Puzzle

Hamster Hunter
Shared: Exploration · Arcade · 3D

Riven
Shared: Puzzle · Exploration · First-Person

Five Nights at Freddy's: Secret of the Mimic
Shared: First-Person · Exploration · 3D

PEAK
Shared: Exploration · First-Person · 3D

Antichamber
Shared: Puzzle · Exploration · First-Person

Internet Cafe Simulator 2
Shared: Exploration · 3D · First-Person

The Talos Principle
Shared: Puzzle · First-Person · Exploration

The Witness
Shared: Exploration · Puzzle · First-Person

The Exit 8
Shared: Exploration · Puzzle · First-Person

COCOON
Shared: Puzzle · Exploration · 3D

Blue Prince
Shared: Puzzle · Exploration · First-Person

Portal
Shared: Puzzle · First-Person · Action

Outer Wilds
Shared: Exploration · Puzzle · First-Person

The Talos Principle 2
Shared: Puzzle · Exploration · First-Person

Myst
Shared: Puzzle · Exploration · First-Person

Garten of Banban
Shared: First-Person · Puzzle · VR

Obduction
Shared: Puzzle · Exploration · First-Person

Sizeable
Shared: Puzzle · Exploration · Casual

Big Walk
Shared: Puzzle · Exploration · First-Person

Inside the Backrooms
Shared: Puzzle · Exploration · First-Person

BONEWORKS
Shared: VR · Puzzle · Action

Superliminal
Shared: Puzzle · First-Person · Exploration