What games are most similar to Colour Box?

The most similar games to Colour Box include PICNIC, Lost Items, UNCORPOREAL - "Alcatraz Island Lofts", and more. These recommendations are based on shared tags, gameplay mechanics, and player behavior patterns.

What genre is Colour Box?

Colour Box is a Indie game with popular tags including Indie, Free to Play, Puzzle.

Best indie games like Colour Box?

If you're looking for more indie games like Colour Box, try PICNIC, Lost Items, UNCORPOREAL - "Alcatraz Island Lofts". These share the Indie tag and similar gameplay elements.

How does Nodal find games like Colour Box?

Nodal uses a hybrid recommendation system that combines tag similarity analysis with collaborative filtering from player behavior data. We analyze which games are frequently played by the same players and share similar tags to Colour Box. You can tune the blend between content-based and community-based recommendations.

Games like Colour Box but more free to play?

To find games emphasizing free to play, use Nodal's tag filters to prioritize Free to Play alongside Indie. You can also explore the free to play tag page directly.

Games Like Colour Box

60+ similar titles based on shared tags and player behavior. Themes include Indie, Free to Play, VR, Puzzle.

Steam Store Browse Tags About Privacy Terms

Colour Box is a puzzle game about colouring boxes. Made by Daniel Michaneck with music by Jonathan Krieger Rozenberg.

Reviews: Positive — 97% — of 35 reviews

Released: 2018-03-09

Developer: Daniel Michaneck

Genres: Indie

Platforms: Windows

View on Steam →

Similar Games

PICNIC

97% matchPositive

2018

PICNIC is a surreal digital labyrinth - an anti-game - a nightmare (including very loud noises, falling off the map, nightmarish slow walking speed) - an essay about the surrealist Raymond Roussel - an avant-garde composition - a text labyrinth - a noise labyrinth (depending on the game play).

Lost Items

96% matchPositive

2017

You wake up lost in a maze and realize there are many items on the ground. They all seem high-valuable, so you decide to pick them all. But there are also many ghosts that don't really want you to pick the items. Not that they will try to kill you, but they'll steal and move the items...

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#1 PICNIC
97% matchPositive82% of 11 reviews2018
Dev: A.D. Klumpp
Linux
PICNIC is a surreal digital labyrinth - an anti-game - a nightmare (including very loud noises, falling off the map, nightmarish slow walking speed) - an essay about the surrealist Raymond Roussel - an avant-garde composition - a text labyrinth - a noise labyrinth (depending on the game play).
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Why similar: Indie 100%
#2 Lost Items
96% matchPositive80% of 40 reviews2017
Dev: ZoR Dev
Windows
You wake up lost in a maze and realize there are many items on the ground. They all seem high-valuable, so you decide to pick them all. But there are also many ghosts that don't really want you to pick the items. Not that they will try to kill you, but they'll steal and move the items...
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#3 UNCORPOREAL - "Alcatraz Island Lofts"
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Dev: Uncorporeal Systems
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"Alcatraz Island Lofts", an experimental VR short, is a dark comedy monologue set in 2025 San Franciso that imagines a rather cynical solution to San Francisco's housing crisis: converting the historic prison on Alcatraz Island into over-priced lofts. Run length is 1 min 30 secs.
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#4 Delila's Gift
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#5 UNCORPOREAL - "Fluffy!"
94% matchMostly Positive74% of 39 reviews2016
Dev: Uncorporeal Systems
Windows
"Fluffy!", an experimental VR short, is pure camp horror with a script based loosely on the iconic 80's horror film "An American Werewolf in London". A surrealistic motel is imagined in the world of the original film, starring a peculiar bellmen who's obsessed with "pets'. Run length is 1 min 30 secs.
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#6 FlyingRock: Arena
94% matchMixed60% of 58 reviews2017
Dev: Edo Create
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FlyingRock: Arena – is top-down arcade, wherein player control weapon by mouse. Goal in game – to kill enemy by weapon or rock that directed blows of weapon. This game about brutal fights with fast fencing.
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#7 Pumpkin SculptrVR
93% matchPositive87% of 31 reviews2016
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#8 Cubion
92% matchMostly Positive76% of 17 reviews2017
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91% matchMostly Positive77% of 114 reviews2017
Dev: DenyingProduct
Windows
Median: 24 minMean: 7.6 hrs≥1hr: 34%
Book Of Potentia 2 is a dungeon crawler where you play as a sorceress on her journey to retrieve her stolen spell book. The best part is it's 100% free!
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#10 The Puppet Master
90% matchPositive83% of 48 reviews2016
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Deadly rotating blades. Bottomless ditches of death. And a demented woman with an unfortunate affinity for bad puns at the most inappropriate times gunning for your death. As if that wasn't bad enough, your soul has been trapped in a doll courtesy of the aforementioned psycho-lunatic lady.
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#11 YOUFIGHT
89% matchMostly Positive73% of 15 reviews2017
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Windows · Mac
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#12 ED-IT
88% matchPositive86% of 14 reviews2019
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You are a robot named Ed with the ability to dream. Use your abilities to platform through levels and dream your way around obstacles.
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#13 Arevoatl Seven Coins
87% matchPositive86% of 21 reviews2018
Dev: Arevoatl Games
Windows
Arevoatl Seven Coins is a first-person puzzle/hidden object game that takes place in an old estate. You receive a cryptic letter from your grandfather, when you come to him, you do not find him at home. Carefully study the letter and follow its clues. You need to collect objects and solve quests, passing room by room.
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#14 Freshman Year
89% matchMixed63% of 216 reviews2015
Dev: Nina FreemanPub: N/A
Windows · Mac
Median: 3.7 hrsMean: 17.0 hrs≥1hr: 61%
Freshman Year is a vignette game about an ordinary night in the life a college freshman named Nina. Nina's best friend Jenna invites her to meet up at a local bar with some classmates. Jenna is sort of flaky though, so Nina has to navigate the party by herself.
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#15 Moe Mekuri SP
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Windows
Median: 3.3 hrsMean: 8.2 hrs≥1hr: 81%
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#16 山贼
77% matchNo user reviews
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Windows
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#17 Permission VR
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Windows · Mac · Linux
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80% matchMostly Positive73% of 30 reviews2014
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Windows · Mac · Linux
Median: 12 minMean: 9.6 hrs≥1hr: 30%
Growing pains is a fast and furious platformer which gives the genre a shake up with psychedelic graphics, a thumping soundtrack and an ingenious twist. The "Vessel" continually grows and expands leaving you in a permanent race to escape the area before you find your butt wedged in a tight spot.
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#29 quadrant
79% matchPositive84% of 32 reviews2015
Dev: undef
Windows · Mac · Linux
quadrant is a difficult rhythm game with trippy animations that get more and more intense, the better you play.
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#30 King Machine
78% match3 user reviews33% of 3 reviews2016
Dev: FastRam Design
Windows
King Machine is a game about building machines. Explore an abandoned factory, finding useful machinery and gradually building the tools and structures you need to restore the factory to operation. What was the original purpose of the factory and why was it shut down?
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75% matchPositive88% of 34 reviews2018
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Windows
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#32 7-in-1 Brain Sharpness Bundle
76% matchMixed55% of 55 reviews2018
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Windows · Mac · Linux
Median: 2.2 hrsMean: 5.0 hrs≥1hr: 59%
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#37 ZIQ
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#40 B.U.T.T.O.N. (Brutally Unfair Tactics Totally OK Now)
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Windows
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B.U.T.T.O.N. is a physical party game for 2-8 players. Step back away from the computer, race to the keyboard/controllers through physical space, and do whatever it takes to win (or to avoid losing). Act like a monkey, jump up and down, wrestle over the keyboard/controllers, cheat your competitors, and above all, expect the unexpected.
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#41 Skinny
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Windows
Skinny is a weak horror game.
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Windows · Mac
《Robots: create AI》is a puzzle programming game.
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#43 O'Fox Life
73% matchMostly Negative31% of 147 reviews2017
Dev: O'Stinky lab.
Windows
Median: 30 minMean: 7.2 hrs≥1hr: 44%
O'Fox Life - Platformer, the main character is a Fox. In the game you have to help the main character to take a long way home.
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#44 Box Looter 2018
71% matchMixed67% of 33 reviews2017
Dev: Ludo Land
Windows
A dumb joke game in which loot boxes are the loot. Poke fun at loot boxes while poking at loot boxes. Climb the mountain and find the loot box of unknown riches that the prophecy foretold! The 2,018th game in the wildly popular Box Looter series.
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#45 Crystal Catacombs
74% matchMixed44% of 88 reviews2015
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Windows · Mac · Linux
Median: 12 minMean: 6.7 hrs≥1hr: 28%
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59% matchNo user reviews
Dev: Dual Studios
Windows · Mac · Linux
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72% matchMostly Positive70% of 10 reviews2016
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Windows · Mac · Linux
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#48 Ball run and rush
69% match8 user reviews75% of 8 reviews2018
Dev: Daniel Jeanneau
Windows
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Indie
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69% matchMixed70% of 23 reviews2018
Dev: David AE
Windows
Time is a musical experience designed for Virtual Reality where geometry and materials react to audio while using 3D sounds to increase the immersiveness.
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72% matchNo user reviews2018
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Windows
This game is a classic "Sudoku"! We wish you all a pleasant game.
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Why similar: Indie 100%
#51 Minako
69% matchMostly Positive70% of 10 reviews2018
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Windows
Minako is kind of like a tower defense game. The goal is to defend your castle for 30 nights. To do that you need to hire local villagers and assign them jobs. The key to victory is to keep in mind each villagers stats and skills and assign them accordingly.
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Why similar: Indie 100%
#52 Sparky's Hunt
70% match7 user reviews71% of 7 reviews2016
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Windows
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Why similar: Indie 100%
#53 Ricochet Kills: Noir
68% matchVery Positive91% of 65 reviews2017
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Windows
Median: 54 minMean: 6.7 hrs≥1hr: 48%
Ricochet Kills: Noir. It is a puzzle-shooter game in original minimalistic noir style. Use bullets ricochets to kill your enemies and keep in mind that your ammo is limited. Try your skills on 100 different levels.
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#54 四之石
57% matchNo user reviews
Dev: HUANGYIJIE
Windows
四种不同的宝石技能：时间停止、空间封锁、重力改变、瞬间移动。四个有不同技能和特性的人物，以及数十种特效不同的道具，通过它们來开发属于你的独特的通关体验吧！游戏中的移动速度、跳跃高度都会受人物和道具的影响，共有20个关卡以及30个BOSS等待挑战，带着四个宝石“外挂”去挑战更高的难度吧！
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68% match3 user reviews100% of 3 reviews2019
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Windows
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70% matchMostly Positive79% of 82 reviews2015
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Windows
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#57 Au fil de l'eau
66% match4 user reviews50% of 4 reviews2019
Dev: Samson Auroux
Windows
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#58 旅燕归航 Swallow Homing
63% matchOverwhelmingly Positive98% of 857 reviews2019
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Modeli

Games Like Colour Box

Shared themes:Indie Free to Play VR Puzzle Early Access Horror Software

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Model

Tunedi

Colour Box

Mar 9, 2018

Colour Box is a puzzle game about colouring boxes. Made by Daniel Michaneck with music by Jonathan Krieger Rozenberg.

Seed

PICNIC

Mar 4, 2018

Games like PICNIC

Lost Items

Aug 3, 2017

Games like Lost Items

UNCORPOREAL - "Alcatraz Island Lofts"

Jul 20, 2016

"Alcatraz Island Lofts", an experimental VR short, is a dark comedy monologue set in 2025 San Franciso that imagines a rather cynical solution to San Francisco's housing crisis: converting the historic prison on Alcatraz Island into over-priced lofts. Run length is 1 min 30 secs.

Games like UNCORPOREAL - "Alcatraz Island Lofts"

Delila's Gift

May 22, 2017

Delila's Gift is a VR Picture book created using Tilt Brush! It tells the story of a small sea creature named Delila and her struggle to understand belonging, ownership, fear, othering, and the darkness surrounding her.

Games like Delila's Gift

UNCORPOREAL - "Fluffy!"

Jul 20, 2016

"Fluffy!", an experimental VR short, is pure camp horror with a script based loosely on the iconic 80's horror film "An American Werewolf in London". A surrealistic motel is imagined in the world of the original film, starring a peculiar bellmen who's obsessed with "pets'. Run length is 1 min 30 secs.

Games like UNCORPOREAL - "Fluffy!"

FlyingRock: Arena

Jun 22, 2017

FlyingRock: Arena – is top-down arcade, wherein player control weapon by mouse. Goal in game – to kill enemy by weapon or rock that directed blows of weapon. This game about brutal fights with fast fencing.

Games like FlyingRock: Arena

Pumpkin SculptrVR

Oct 21, 2016

Pumpkin SculptrVR is a FREE pumpkin carver that makes it easy to create and share brilliant Jack'O'Lanterns. Carve at massive scale or shrink down to add tiny details. With Pumpkin SculptrVR’s intuitive tools, your imagination makes anything possible.

Games like Pumpkin SculptrVR

Cubion

Nov 5, 2017

Symbiosis of styles "shoot'em up" and "flappy bird". Completely randomly generated obstacles and enemies.

Games like Cubion

Book Of Potentia 2

Jul 22, 2017

Book Of Potentia 2 is a dungeon crawler where you play as a sorceress on her journey to retrieve her stolen spell book. The best part is it's 100% free!

Games like Book Of Potentia 2

The Puppet Master

Oct 21, 2016

Deadly rotating blades. Bottomless ditches of death. And a demented woman with an unfortunate affinity for bad puns at the most inappropriate times gunning for your death. As if that wasn't bad enough, your soul has been trapped in a doll courtesy of the aforementioned psycho-lunatic lady.

Games like The Puppet Master

#10

YOUFIGHT

Nov 2, 2017

Discover integrated reality with this game mixing 2D fighting and video!Keep your real appearance and become an outstanding boxer in the game thanks to an automated video cutting technique which allows to show some animations from your video capture.

Games like YOUFIGHT

#11

ED-IT

Oct 21, 2019

You are a robot named Ed with the ability to dream. Use your abilities to platform through levels and dream your way around obstacles.

Games like ED-IT

#12

Arevoatl Seven Coins

Jun 7, 2018

Arevoatl Seven Coins is a first-person puzzle/hidden object game that takes place in an old estate. You receive a cryptic letter from your grandfather, when you come to him, you do not find him at home. Carefully study the letter and follow its clues. You need to collect objects and solve quests, passing room by room.

Games like Arevoatl Seven Coins

#13

Freshman Year

Apr 20, 2015

Freshman Year is a vignette game about an ordinary night in the life a college freshman named Nina. Nina's best friend Jenna invites her to meet up at a local bar with some classmates. Jenna is sort of flaky though, so Nina has to navigate the party by herself.

Games like Freshman Year

#14

Moe Mekuri SP

Apr 23, 2017

The goal of this game is to turn all the panels to face up. You can choose the level stage from EASY, NORMAL, and HARD. However, in order to play the NORMAL stage, you need to have passed all the EASY stages, and to play the HARD stage, all the NORMAL stages.

Games like Moe Mekuri SP

#15

山贼

Coming soon

某朝末年，烽烟四起。楚郡内生灵涂炭，青壮被逼无奈大多数只能进入深山落草为寇。在这几乎死境的楚郡内，想活下去，只有比别人更残忍。

Games like 山贼

#16

Permission VR

Aug 24, 2018

An immersive music experience featuring an original track by the dark electronic band Spanking Machine. Walk through two worlds inspired by the music, using your controller to explore every corner and discover surprises. Fire, robots and mythic creatures await you!

Games like Permission VR

#17

Dreii

Feb 2, 2016

Experience the mesmerizing world of Dreii, the award-winning collaborative physics conundrum.

Games like Dreii

#18

A2Be - A Science-Fiction Narrative

In the far future, the invention of instantaneous and waste-free transportation has brought a new age of utopia for humanity. Explore this brave vision of our destiny, and see its many wonders.

Games like A2Be - A Science-Fiction Narrative

#19

Little Miss Lonely

Jun 12, 2017

Little Miss Lonely is a game about childhood, fear and the relationships. You play as nine year old Robin in this short, narrative driven side-scrolling game.

Games like Little Miss Lonely

#20

Near Midnight

Oct 13, 2016

Taste the fear like never before

Games like Near Midnight

#21

Rooftop Cop

Mar 2, 2015

A world of Police that have forgotten what, and why, they are policing. Rooftop Cop is a collection of five endless vignette games and a 7-track album. The games are set on a loose metaphysical timeline in which the Cops slowly lose their way.

Games like Rooftop Cop

#22

Malkia

Jul 26, 2016

Malkia is a unique real-time strategy game set in the fictional Central African country of Kovi, where you help the eponymous hero to grow her business so that she can put food on the family's table and educate her children.

Games like Malkia

#23

Volotic

Mar 9, 2018

Volotic is an experimental nonlinear sequencer by artist Scott Garner. What does that even mean? It means a fun way to create songs for everyone, with no musical experience required. In Volotic, you compose a song by arranging a selection of "towers" on a grid.

Games like Volotic

#24

8-in-1 IQ Scale Bundle

Jan 5, 2018

We transform science into delightful gamesFor decades, researchers have created tasks that measure cognitive abilities. We’ve adapted some of these tasks and made some of our own, creating cognitive games. It makes you smarter!

Games like 8-in-1 IQ Scale Bundle

#25

Derrick the Deathfin

Jun 16, 2014

The world's very first underwater papercraft adventure starring a goofy shark named Derrick.

Games like Derrick the Deathfin

#26

Ecio

Jun 20, 2019

Heartbroken man tries to change himself in order to reconcile with the girl he loves. He wants to be a better person, wants to be good enough for her. But changing has never been easy and who knows what he has to sacrifice.

Games like Ecio

#27

Growing Pains

May 28, 2014

Growing pains is a fast and furious platformer which gives the genre a shake up with psychedelic graphics, a thumping soundtrack and an ingenious twist. The "Vessel" continually grows and expands leaving you in a permanent race to escape the area before you find your butt wedged in a tight spot.

Games like Growing Pains

#28

quadrant

May 1, 2015

quadrant is a difficult rhythm game with trippy animations that get more and more intense, the better you play.

Games like quadrant

#29

King Machine

Nov 2, 2016

King Machine is a game about building machines. Explore an abandoned factory, finding useful machinery and gradually building the tools and structures you need to restore the factory to operation. What was the original purpose of the factory and why was it shut down?

Games like King Machine

#30

Change : A Little Story

Dec 20, 2018

"Change: A Little Story" describes the story of Le Yang, the protagonist of "Change", after becoming an idol producer. The narrative structure still uses the double-lead narrative, but this story is about Leyang, and the other new character "Xue Yuting".

Games like Change : A Little Story

#31

7-in-1 Brain Sharpness Bundle

May 17, 2018

Games like 7-in-1 Brain Sharpness Bundle

#32

Oika

Coming soon

Oika tells the story of the living cosmos as a personal story through a series of first-person scientific experiences.

Games like Oika

#33

Suspended Workshops

Coming soon

Suspended Workshop is a VR Puzzle/Crafting game with hints of tower defense, in which you will encounter multiple different worlds where you will setup remote workshops to gather resources to protect and update the time clock and your arsenal.

Games like Suspended Workshops

#34

Sketch! Run!

Mar 31, 2017

Once upon a time the scribbles in a copy-book became alive. And Liny became alive together with them. He is eager to get to know more about the real world and visit it! But lots of difficulties are expecting him on his way. Help him to become free!

Games like Sketch! Run!

#35

The Blue Zula VR Concert Series

Oct 1, 2018

Become an audience member at the Blue Zula, an intimate venue inside a Victorian mansion. Each concert is recorded using and array of over 20 mics to bring you an immersive listening experience that changes as you travel through the room. You can also play games in the old school arcade.

Games like The Blue Zula VR Concert Series

#36

ZIQ

Aug 1, 2018

Run, dodge, jump, pull pickups, switch polarity and die constantly! You get to do all this while being heckled for your constant mistakes! "ZIQ" is an arcade runner that features polarity-switching gameplay. Switch ZIQ's polarity to make it safely past obstacles or in some cases destroy them.

Games like ZIQ

#37

The Haunting of Billy

Feb 26, 2018

It’s Halloween night and your girlfriend is missing! Play as Billy, fighting through the procedurally generated halls of an old, haunted mansion. Fight zombies, ghosts, goblins, and more with over 1 million costume combinations and more than 60 unique weapons to use!

Games like The Haunting of Billy

#38

兽耳攻略 - TFK Faculty

Aug 29, 2019

《兽耳攻略》是一款文字类恋爱游戏，多线AVG剧情，不同选项的分支，小测成绩的好坏都会影响你们的关系，为了迎接协会最终的测试，要好好留意老师说过的话哦~

Games like 兽耳攻略 - TFK Faculty

#39

B.U.T.T.O.N. (Brutally Unfair Tactics Totally OK Now)

Feb 28, 2011

B.U.T.T.O.N. is a physical party game for 2-8 players. Step back away from the computer, race to the keyboard/controllers through physical space, and do whatever it takes to win (or to avoid losing). Act like a monkey, jump up and down, wrestle over the keyboard/controllers, cheat your competitors, and above all, expect the unexpected.

Games like B.U.T.T.O.N. (Brutally Unfair Tactics Totally OK Now)

#40

Skinny

Jul 5, 2019

Skinny is a weak horror game.

Games like Skinny

#41

Robots: create AI

Sep 11, 2017

《Robots: create AI》is a puzzle programming game.

Games like Robots: create AI

#42

O'Fox Life

Oct 31, 2017

O'Fox Life - Platformer, the main character is a Fox. In the game you have to help the main character to take a long way home.

Games like O'Fox Life

#43

Box Looter 2018

Nov 27, 2017

A dumb joke game in which loot boxes are the loot. Poke fun at loot boxes while poking at loot boxes. Climb the mountain and find the loot box of unknown riches that the prophecy foretold! The 2,018th game in the wildly popular Box Looter series.

Games like Box Looter 2018

#44

Crystal Catacombs

Jan 15, 2015

Crystal Catacombs is a challenging, retro inspired “Megavanian” love letter that utilizes Rogue-like procedurally generated levels/enemies/items with a heavy emphasis on classic 2D platforming.

Games like Crystal Catacombs

#45

COLOR

Coming soon

COLOR invites you to tackle the physics of light by using additive color theory to solve over 100 solo and co-op puzzles, each designed to challenge you with deep, intertwining puzzle mechanics and skill-based gameplay, all presented in a sleek, minimalistic art style.

Games like COLOR

#46

InterSection

Jul 12, 2016

InterSection is an interdimensional physics puzzle game where you exist in the intersection of two worlds and must manipulate them to pass obstacles.

Games like InterSection

#47

Ball run and rush

Sep 27, 2018

Ball run and rush is a platerform game. You need to take all items to finish the game. Can you ?

Games like Ball run and rush

#48

Time

Sep 13, 2018

Time is a musical experience designed for Virtual Reality where geometry and materials react to audio while using 3D sounds to increase the immersiveness.

Games like Time

#49

Reksarych's Sudoku

Nov 30, 2018

This game is a classic "Sudoku"! We wish you all a pleasant game.

Games like Reksarych's Sudoku

#50

Loading graph...

Updating

Colour Box

Colour Box is a puzzle game about colouring boxes. Made by Daniel Michaneck with music by Jonathan Krieger Rozenberg.

Currently exploring

Steam

YouTube

Steam 250

Media

Release DateMar 9, 2018

Current playersN/A

Review Score90.2% – Positive

Total reviews35

DeveloperDaniel Michaneck

PublisherDaniel Michaneck

PlatformsWindows

How to Use This Page

Find games similar to your favorites using a hybrid recommendation engine, and optionally tune the results to match your taste. This page includes multiple recommendation models, including collaborative filtering (player behavior) and tag-based similarity to surface games you might love.

What do the different models mean?

•Content: Finds similar games only using Steam tags. Disregards all player behavior data. Note: this model's accuracy depends on how well the tags reflect the game, which can be less reliable for newer or smaller titles.
•Community: Finds games using only player behavior ("people who play X also play Y"). Disregards all tags.
•Community Variants (Mode I–II): Alternate community engines with different behaviors. Users often prefer different modes, so try a couple and keep the one that best matches your taste.
•Blend: A customized mix of many models for more balanced recommendations.

What is the graph showing?

•It's a "map of Steam tags." The graph uses tag similarity to project games into a 2D space, revealing clusters of games that share similar themes and mechanics.
•Position = tag similarity (compressed). We're squeezing 400+ tags (and their combinations) into 2D, so some detail is inevitably lost. Overall, local neighborhoods should still be quite accurate.
•Size = popularity. Bigger nodes generally mean more widely played games.
•Color = whatever you pick. Use the color dropdown to switch between cluster views (and other color modes).
•Important: The left-hand ranking shows the true recommendation order. It's computed using the selected model's full similarity space, not the 2D map.

How does re-ranking work?

The re-ranking sliders let you personalize the list without changing the underlying model.

•All sliders at 0 = default ranking for the current model.
•As you add weights, we re-rank the results to emphasize what you care about (e.g., more niche, more recent, higher rated, etc.).

What does the purple score bar mean?

•The white vertical line shows the game's score under the model's original ranking.
•The purple bar shows the game's score after your tuning is applied.

Frequently Asked Questions

Why is the #1 game score ~95% in every model?

Because each model produces scores on its own internal scale (different ranges, different distributions). To make the UI readable, we normalize scores so they're best interpreted as relative rankings, not whether one model's raw score is "bigger" than another's.

Why are two games close on the graph but far apart in the list?

The graph is a 2D tag-only map (compressed). The list is computed using the chosen model in its full similarity space. So the map is great for intuition and discovery, but the ranked list is the accurate ordering.

What's the difference between Community variants (Mode I–II)?

Each mode is a different recommendation engine trained on Steam community co-play patterns. No tags are used here. The main difference is how similarity is measured, which changes whether results lean toward bigger, widely played games or tighter, more aligned neighbors.

Why did you make this?

Because people love great games, and most recommenders are either a black box or too generic. I wanted something high-quality, visual, and customizable, built from a stats / machine learning mindset.

Quick Tips

•Hover games in the list to highlight them on the graph
•Don't worry about the absolute % too much, focus on relative order
•Click around the graph to discover clusters you didn't know you liked