What games are most similar to Cobos?

The most similar games to Cobos include Call Me Skyfish, Floor By Floor, Moose Invasion, and more. These recommendations are based on shared tags, gameplay mechanics, and player behavior patterns.

Cobos is a Action, Early Access game with popular tags including Action, Early Access.

Best action games like Cobos?

If you're looking for more action games like Cobos, try Call Me Skyfish, Floor By Floor, Moose Invasion. These share the Action tag and similar gameplay elements.

How does Nodal find games like Cobos?

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 Cobos. You can tune the blend between content-based and community-based recommendations.

Games like Cobos but more early access?

To find games emphasizing early access, use Nodal's tag filters to prioritize Early Access alongside Action. You can also explore the early access tag page directly.

Games Like Cobos

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

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3rd person arena shooter which is so hard to be completed by weak players.

Reviews: Mostly Positive — 71% — of 17 reviews

Released: 2017-10-17

Developer: Anton Shatalov

Genres: Action, Early Access

Platforms: Windows

View on Steam →

Similar Games

Call Me Skyfish

97% matchMixed

2017

Call Me Skyfish is a game about a fish, a stick-figure hedgehog, and a long tongue.

Floor By Floor

96% matchPositive

2018

Floor By Floor is a 2D action game where you fight floors of enemies trying to defeat the level's end boss. With 4 weapons to switch between and an ever increasing difficulty curve, Floor By Floor requires precision, timing, and mastery of each floor in order to beat the level.

View all 56 recommendations

#1 Call Me Skyfish
97% matchMixed65% of 23 reviews2017
Dev: UPLN
Windows
Call Me Skyfish is a game about a fish, a stick-figure hedgehog, and a long tongue.
Action
Why similar: Action 100%
#2 Floor By Floor
96% matchPositive87% of 15 reviews2018
Dev: AA Games
Windows
Floor By Floor is a 2D action game where you fight floors of enemies trying to defeat the level's end boss. With 4 weapons to switch between and an ever increasing difficulty curve, Floor By Floor requires precision, timing, and mastery of each floor in order to beat the level.
Action Indie
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#3 Moose Invasion
96% matchPositive80% of 25 reviews2017
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Moose Invasion is a classic style arcade game in which you take on oversized native Canadian wildlife that use magic crystals to harness the powers of force fields, telekinesis and shooting lasers from their eyes.
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#4 Romans from Mars (Free-to-Play)
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Dev: SidekickPub: Majesco
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You are a Roman Soldier, and you and your crossbow are all that stands in the way of the God of War, Mars, and his invading Martian army. Luckily, Jupiter has endowed you with awesome and terrifying elemental powers of Fire, Ice, Earth, and Lightning.
Action Free to Play
Why similar: Action 100%
#5 VR Hybrid War 2117 - VR 混合战争 2117
94% matchPositive83% of 12 reviews2017
Dev: Timo PolvinenPub: Appila Oy
Windows
VR Hybrid War 2117 is an intense, action packed space shooting game. It has laser pistols, metallic enemy spiders, explosions, probes flying around trying to seek and destroy you. The mission is to destroy the enemy probe factory, liquid oxygen tank, space ship and a radar.
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#6 Win Big Or Die
93% matchPositive80% of 41 reviews2016
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Windows
Win Big or Die! is a third-person shooter that takes place on the distant planet of Swaria. You were born into slavery and the only way to escape is to fight in a game show. You must survive to win fame, fortune and your freedom.
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Why similar: Action 100%
#7 Hold the door!
92% matchMixed65% of 47 reviews2016
Dev: Saucisson
Windows
You must defend the door of your castle from the invaders ! Use your bow and arrows to shoot at the ennemy.
Free to Play Early Access Action VR
Why similar: Action 100%
#8 Zombie Apocalypse
91% matchMixed66% of 112 reviews2017
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The disaster has turned people into zombies. The survivors are hiding in the shelters.
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#9 Vectonic
91% matchMostly Positive78% of 18 reviews2017
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Jumping, zooming and stomping in a neon demo-derby.
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#10 Iron Ascension
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A virtual reality only climbing game set on large moving machines. You are a repair robot sent to diagnose and fix utilitarian machines that were created to serve humans and automate tasks in dangerous locations. Careful planning and precise movements are required to complete each stage without falling.
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#11 Dystopy
90% matchMixed64% of 28 reviews2017
Dev: Campus ADN 2015-2016Pub: Campus ADN
Windows
DYSTOPY is a hybrid game mixing elements of a beat em’ up action game and a platformer. The journey focuses around Sasha, a young mechanic and her robot R0-X4-N3.
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#12 Tekling
89% matchPositive82% of 11 reviews2018
Dev: nP StudiosPub: nonPareil Institute
Windows
Become a robot, save the world. Jump and dodge your way through 70+ levels of frenetic gameplay in the same vein of super meet boy and megaman. Collect the orbs to transform from frail human into mighty Tekling, defender of the innocent and enemy to exploding barrels everywhere.
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#13 Bones 'n' Bullets
83% matchNo user reviews
Dev: Wolfgame
Windows
Grab a gun, learn your magick and jump into the boots of an undead soldier hellbent on saving the universe from the evil Lord Naglfaar!
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#14 Hide & Spook: The Haunted Alchemist
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Windows
Hide & Spook is a party game for 3 players for the HTC Vive!The Alchemist wears the headset, while the two Ghosts take a controller each and sneak around the room trying to extinguish the candles!The Alchemist tries to catch them by staring at them and thus dispelling them from this earthly dimension, returning them back from where...
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#15 STARSHIP AVENGER Operation: Take Back Earth/スターシップアベンジャー地球奪還大作戦
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Windows
"STARSHIP AVENGER" is a defense shooter action game. Charge your energy gauge by defeating enemies and release the limitter to blast a full-scale attack to destroy them all at once! Powerup the battleship and try to attain a perfect shield and kill ratio in all stages!
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#16 Bad Mojos
86% matchMixed69% of 16 reviews2019
Dev: CMS Games LLCPub: Viewz Marketing Inc.
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You are the last survivor, badmojos attacked the city.Bad mojos is Voodoo dolls with one single objective, to destroy all life and only in your power to stop them. Today is a bad day for badmojos. Take a gun in your hand and start to protect the city from evil voodoo.
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#17 Blitz Freak
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Blitz Freak is an online multiplayer VR game optimized for e-Sports. Players can fly through the air with locomotion completely free of VR motion sickness, and knock out opponents with intuitive controls.
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#18 One Man Army VR
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One Man Army VR !! Get ready for the Next Generation in Virtual Reality First Person Shooters !! Your team is dead and you must protect the base ! GOOD LUCK !
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#19 Monsterplants vs Bowling - Arcade Edition
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Kill the plants with bowling balls! MonsterPlants vs Bowling offers an asymmetric cooperative experience. Defend your backyard with your teammate thanks to the projectiles at your disposal: customized bowling balls! ** New level coming in January! **
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#20 The Tower 2
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#21 3, 2, 1, SURVIVE !
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Dev: Yannstr
Windows
A simple game with an hard difuculty !In 3, 2, 1, SURVIVE ! you control a heart who spawn on an arena with many kinds of mob who attack you. More time you survive, more point you earn, but be carful, moste you stay in the arena, moste the dificulty increas.3, 2, 1, SURVIVE ! it's too a game made by a guy who know nothing in game creating
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#22 Cubito Mayhem
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#23 The Great Emu War
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#24 Escape From Paradise 2
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#25 KreisReise
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#27 Aftermoor
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#28 Tornuffalo
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#30 Feed The Beast
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Make The Beast eat all the other players, that's the point of the game. But also! You have many characters to chose from, all of which have their unique abilities that can aid you with fighting your opponents.
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#31 Minotaur Arcade Volume 1
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Minotaur Arcade brings you arcade-style games with a modern twist, playable in 2D or in VR for that 80s Tron "inside an arcade game" feeling. Vol. 1 consists of two Llamasoft classics - "Gridrunner" as the arcade game that might have been, and "GoatUp" as a light-hearted platformer that will have you baaing...
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#32 The Zero Dome
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Float, build and shoot in VR in the zero gravity arena known as "The Zero Dome" . Mixing elements of arcade and survival games, The Zero Dome is a sandbox arcade game like no other, built from the ground up for VR.
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#33 Mass Destruction
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Mass Destruction is a mission-based tank shooting game. Jump into one of three tanks each with its own strengths and weaknesses and take on 24 different missions, each with its own set of objectives. You must complete all the primary and secondary objectives and make your way to the extraction area for a mission to end successfully.
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#34 ZERONE Episode 1 Gunner
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ZERONE is a Hyper Action VR FPS Game. It provides a dynamic action and hitting sense through the ability, such as firing a weapon or defending a missile from enemy, to disarm an enemy attack.
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#35 TopDownFarter
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Don't believe the hype. You can't stop zombies with bullets or with fire. You need farts. TopDownFarter is a silly take on traditional "Top Down Shooter" games in which you destroy zombies with clouds of disgusting green fart gas.
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#38 Merge
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Merge is a 2~4 players shooter party game, which can also play single player with computer. Each player plays as a mystery creature called "I", which is weak, helpless but greedy and fierce. It can parasitize and control every weapon or defense component it attaches.
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#39 Beat
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Basically, the purpose of this game is to pass a level, and listen to the music. Pass a level, and try a harder one. Just use your mouse to choose, and use your spacebar to play, EASY!!! Everyone can play the music. Now, there are 11 different songs in the game, and there will be more. You can also upload your own song in the game.
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#40 HotFloor
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#41 Coniclysm
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Coniclysm is an abstract third person shooter where the player assumes the role of an intelligence adapting for survival in a strange new universe.Key FeaturesThis isn’t your typical shooter--you will need much more than quick reflexes! Explore the strange universe where everything has a purpose.
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#43 BlowOut
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#44 The Witchcraft of Skysword - 天翔と剣のウィッチクラフト
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#45 panGEMic
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Median: 1.8 hrsMean: 15.8 hrs≥1hr: 63%
Collect all the gems while avoiding enemies and hazards, do it in the time limit or face the 'Red Skull'. panGEMic is a retro inspired platform game requiring quick reflexes and quick thinking.
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#46 Bot Battles
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Build your bot and battle against other players. Be the last bot standing to win the game.
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#47 Beyond
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Top-down 2d dungeon-delving twin-stick shooter with a moody aesthetic, in which the player is a young adult that ventures into danger to defeat evil and put their family to rest.
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#48 GUNGRAVE VR U.N
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Become the legendary undead gunman Beyond the Grave in this standalone sequel to GUNGRAVE VR featuring new levels, enemies, and play styles. Master Grave's punishing arsenal of attacks and abilities to mow down waves of mutant bad guys.
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#49 Rhythmica
58% matchNo user reviews
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#50 POLYBIUS
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POLYBIUS is a fast, trippy tunnel shooter playable on a normal screen or in VR. 50 levels of blissful trance shooting action are set to a blistering soundtrack. The PS4 version was EDGE Magazine's VR GOTY in 2017, and the PC version of the game was even used as the basis for a NIN music video.
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#51 Oniami
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A journey across vast lands.
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You must prove that the RAF is a force to be reckoned with!
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Back again, not messy, but MESS ITSELF!
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#54 Evil Glitch
68% matchPositive85% of 39 reviews2017
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An old 2d guardian faces a terrible invasion from another dimension that corrupts all its world. Survive as long as possible to defend your world from all the enemies and discover who is the evil glitch behind the invasion.
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#55 Power Punch II
66% match6 user reviews50% of 6 reviews2019
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It's the year 2006. You're Mark "Tough Guy" Tyler and you've just defended your your Heavyweight title from the 9th consecutive time. After demolishing the best boxers on the planet. It's now time to face-off with the best in the Universe.
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Games Like Cobos

Shared themes:Action VR Free to Play Indie Early Access FPS Third-Person Shooter

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Model

Tunedi

Cobos

Oct 17, 2017

3rd person arena shooter which is so hard to be completed by weak players.

Seed

Call Me Skyfish

Aug 15, 2017

Call Me Skyfish is a game about a fish, a stick-figure hedgehog, and a long tongue.

Games like Call Me Skyfish

Floor By Floor

Mar 17, 2018

Games like Floor By Floor

Moose Invasion

Nov 12, 2017

Moose Invasion is a classic style arcade game in which you take on oversized native Canadian wildlife that use magic crystals to harness the powers of force fields, telekinesis and shooting lasers from their eyes.

Games like Moose Invasion

Romans from Mars (Free-to-Play)

Mar 19, 2019

You are a Roman Soldier, and you and your crossbow are all that stands in the way of the God of War, Mars, and his invading Martian army. Luckily, Jupiter has endowed you with awesome and terrifying elemental powers of Fire, Ice, Earth, and Lightning.

Games like Romans from Mars (Free-to-Play)

VR Hybrid War 2117 - VR 混合战争 2117

Nov 10, 2017

VR Hybrid War 2117 is an intense, action packed space shooting game. It has laser pistols, metallic enemy spiders, explosions, probes flying around trying to seek and destroy you. The mission is to destroy the enemy probe factory, liquid oxygen tank, space ship and a radar.

Games like VR Hybrid War 2117 - VR 混合战争 2117

Win Big Or Die

Oct 13, 2016

Win Big or Die! is a third-person shooter that takes place on the distant planet of Swaria. You were born into slavery and the only way to escape is to fight in a game show. You must survive to win fame, fortune and your freedom.

Games like Win Big Or Die

Hold the door!

Sep 2, 2016

You must defend the door of your castle from the invaders ! Use your bow and arrows to shoot at the ennemy.

Games like Hold the door!

Zombie Apocalypse

Feb 15, 2017

The disaster has turned people into zombies. The survivors are hiding in the shelters.

Games like Zombie Apocalypse

Vectonic

Feb 14, 2017

Jumping, zooming and stomping in a neon demo-derby.

Games like Vectonic

Iron Ascension

Coming soon

A virtual reality only climbing game set on large moving machines. You are a repair robot sent to diagnose and fix utilitarian machines that were created to serve humans and automate tasks in dangerous locations. Careful planning and precise movements are required to complete each stage without falling.

Games like Iron Ascension

#10

Dystopy

Feb 28, 2017

DYSTOPY is a hybrid game mixing elements of a beat em’ up action game and a platformer. The journey focuses around Sasha, a young mechanic and her robot R0-X4-N3.

Games like Dystopy

#11

Tekling

Feb 5, 2018

Become a robot, save the world. Jump and dodge your way through 70+ levels of frenetic gameplay in the same vein of super meet boy and megaman. Collect the orbs to transform from frail human into mighty Tekling, defender of the innocent and enemy to exploding barrels everywhere.

Games like Tekling

#12

Bones 'n' Bullets

Coming soon

Grab a gun, learn your magick and jump into the boots of an undead soldier hellbent on saving the universe from the evil Lord Naglfaar!

Games like Bones 'n' Bullets

#13

Hide & Spook: The Haunted Alchemist

Oct 28, 2016

Hide & Spook is a party game for 3 players for the HTC Vive!The Alchemist wears the headset, while the two Ghosts take a controller each and sneak around the room trying to extinguish the candles!The Alchemist tries to catch them by staring at them and thus dispelling them from this earthly dimension, returning them back from where...

Games like Hide & Spook: The Haunted Alchemist

#14

STARSHIP AVENGER Operation: Take Back Earth/スターシップアベンジャー地球奪還大作戦

Aug 8, 2018

"STARSHIP AVENGER" is a defense shooter action game. Charge your energy gauge by defeating enemies and release the limitter to blast a full-scale attack to destroy them all at once! Powerup the battleship and try to attain a perfect shield and kill ratio in all stages!

Games like STARSHIP AVENGER Operation: Take Back Earth/スターシップアベンジャー地球奪還大作戦

#15

Bad Mojos

Jun 6, 2019

You are the last survivor, badmojos attacked the city.Bad mojos is Voodoo dolls with one single objective, to destroy all life and only in your power to stop them. Today is a bad day for badmojos. Take a gun in your hand and start to protect the city from evil voodoo.

Games like Bad Mojos

#16

Blitz Freak

Aug 6, 2018

Blitz Freak is an online multiplayer VR game optimized for e-Sports. Players can fly through the air with locomotion completely free of VR motion sickness, and knock out opponents with intuitive controls.

Games like Blitz Freak

#17

One Man Army VR

Mar 7, 2018

One Man Army VR !! Get ready for the Next Generation in Virtual Reality First Person Shooters !! Your team is dead and you must protect the base ! GOOD LUCK !

Games like One Man Army VR

#18

Monsterplants vs Bowling - Arcade Edition

Dec 7, 2017

Kill the plants with bowling balls! MonsterPlants vs Bowling offers an asymmetric cooperative experience. Defend your backyard with your teammate thanks to the projectiles at your disposal: customized bowling balls! ** New level coming in January! **

Games like Monsterplants vs Bowling - Arcade Edition

#19

The Tower 2

Aug 22, 2019

The action packed sequel to Headroom.One’s highly acclaimed VR debut The Tower. Survive a breakneck race through a world of 80s sci-fi classics! Run, swing and glide through a neon lighted homage to your favorite 80s sci-fi action movies.

Games like The Tower 2

#20

3, 2, 1, SURVIVE !

Jun 2, 2018

A simple game with an hard difuculty !In 3, 2, 1, SURVIVE ! you control a heart who spawn on an arena with many kinds of mob who attack you. More time you survive, more point you earn, but be carful, moste you stay in the arena, moste the dificulty increas.3, 2, 1, SURVIVE ! it's too a game made by a guy who know nothing in game creating

Games like 3, 2, 1, SURVIVE !

#21

Cubito Mayhem

Coming soon

Cubito Mayhem is an top down 2D twin stick shooter with rogue-like and bullet hell elements that uses dense, chaotic and action packed levels and bossfights to tell the story of a square shaped citizen that refused to follow the traditions and guidelines of the society it is a part of.

Games like Cubito Mayhem

#22

The Great Emu War

Dec 11, 2018

The Great Emu War is a fun, frantic couch-competitive experience. Choose a side, humans or emus, in this brutal battle between species.

Games like The Great Emu War

#23

Escape From Paradise 2

Jul 8, 2010

Guide your hero to win the hand of his love by becoming the King of an island paradise. This sequel to the hit simulation game expands on everything you loved and adds a ton of new features. Expand your village by building, exploring and solving a variety of fun mini-games including Match-3, Hidden Object scenes, Gardening and more.

Games like Escape From Paradise 2

#24

KreisReise

May 17, 2019

This game is the Metroidvania action game. It is 2D map, but, with a characteristic rotary view, the screen scrolls and turns. You get weapons and actions by exploration, and let's conquer the tower.

Games like KreisReise

#25

The Club™

Feb 20, 2008

The Club™, created by critically acclaimed developer Bizarre Creations, is a new breed of third-person shooter, combining fast-paced run and gun gameplay, destructive environments, and lethal weapons. You will fight to survive in a shadowy underground blood-sport controlled by a faceless, obscenely wealthy and influential elite who place...

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#26

Aftermoor

Aug 26, 2019

Leap, roll, ride, fly, and fight your way through the world of Aftermoor as you explore this 2-hour long epic. After waking up dead, you must unravel a story of mystery and betrayal as you fight for the chance to return to your body.

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#27

Tornuffalo

Dec 12, 2016

Humankind has faced earthquakes, volcanoes, floods and hurricanes—but the most dangerous natural disaster is a weather phenomenon known as the "Tornuffalo." Get ready to dodge, block and hit in this room-scale VR game.

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#28

The Highscore

Apr 30, 2019

The Highscore is a non-stop action Shoot ‘em up. Survive by defeating waves of enemies, accumulate points, go as far as you can and beat your highscore. But to do so, you can only count on five lives, unique abilities and your own skill.

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#29

Feed The Beast

Jun 29, 2024

Make The Beast eat all the other players, that's the point of the game. But also! You have many characters to chose from, all of which have their unique abilities that can aid you with fighting your opponents.

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#30

Minotaur Arcade Volume 1

Dec 21, 2018

Minotaur Arcade brings you arcade-style games with a modern twist, playable in 2D or in VR for that 80s Tron "inside an arcade game" feeling. Vol. 1 consists of two Llamasoft classics - "Gridrunner" as the arcade game that might have been, and "GoatUp" as a light-hearted platformer that will have you baaing...

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#31

The Zero Dome

Coming soon

Float, build and shoot in VR in the zero gravity arena known as "The Zero Dome" . Mixing elements of arcade and survival games, The Zero Dome is a sandbox arcade game like no other, built from the ground up for VR.

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#32

Mass Destruction

Aug 24, 2015

Mass Destruction is a mission-based tank shooting game. Jump into one of three tanks each with its own strengths and weaknesses and take on 24 different missions, each with its own set of objectives. You must complete all the primary and secondary objectives and make your way to the extraction area for a mission to end successfully.

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#33

ZERONE Episode 1 Gunner

ZERONE is a Hyper Action VR FPS Game. It provides a dynamic action and hitting sense through the ability, such as firing a weapon or defending a missile from enemy, to disarm an enemy attack.

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#34

TopDownFarter

May 24, 2019

Don't believe the hype. You can't stop zombies with bullets or with fire. You need farts. TopDownFarter is a silly take on traditional "Top Down Shooter" games in which you destroy zombies with clouds of disgusting green fart gas.

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#35

The Warrior

Coming soon

After an prison outbreak has gone wrong, surviving inmate Tom Feltrod comes face to face with an inmate who considers himself a "Warrior".

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#36

Eye of Odin

Jul 7, 2017

Take on hordes of undead vikings with all the magic of the Norse Gods. Eye of Odin offers visceral action in first person, spell casting gameplay.

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#37

Merge

Aug 22, 2019

Merge is a 2~4 players shooter party game, which can also play single player with computer. Each player plays as a mystery creature called "I", which is weak, helpless but greedy and fierce. It can parasitize and control every weapon or defense component it attaches.

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#38

Beat

Sep 17, 2018

Basically, the purpose of this game is to pass a level, and listen to the music. Pass a level, and try a harder one. Just use your mouse to choose, and use your spacebar to play, EASY!!! Everyone can play the music. Now, there are 11 different songs in the game, and there will be more. You can also upload your own song in the game.

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#39

HotFloor

May 30, 2018

Run, Jump, Glide, Bounce and maneuver your way through unique and challenging levels. Lack of elegance, however, will get your *** in lava, and nobody wants any of that.

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#40

Coniclysm

Mar 26, 2010

Coniclysm is an abstract third person shooter where the player assumes the role of an intelligence adapting for survival in a strange new universe.Key FeaturesThis isn’t your typical shooter--you will need much more than quick reflexes! Explore the strange universe where everything has a purpose.

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#41

Rocko's Quest

Apr 24, 2014

Rocko must journey through several themed environments, including swamps, mountains, castles and caves, while fending off a variety of beastly assailants.

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#42

BlowOut

Mar 6, 2018

Lead your team to a space station that has been overrun by mutated alien parasites. Take out the enemy before they have a chance to zero in on the station's control center and threaten colonized space. Secure the station by eliminating the alien threat.

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#43

The Witchcraft of Skysword - 天翔と剣のウィッチクラフト

Feb 25, 2019

"The Witchcraft of Skysword" is a flying 2D action game! You will beat a lot of enemies coolly! And break the bosses!

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#44

panGEMic

Dec 28, 2016

Collect all the gems while avoiding enemies and hazards, do it in the time limit or face the 'Red Skull'. panGEMic is a retro inspired platform game requiring quick reflexes and quick thinking.

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#45

Bot Battles

Apr 5, 2019

Build your bot and battle against other players. Be the last bot standing to win the game.

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#46

Beyond

Aug 22, 2019

Top-down 2d dungeon-delving twin-stick shooter with a moody aesthetic, in which the player is a young adult that ventures into danger to defeat evil and put their family to rest.

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#47

GUNGRAVE VR U.N

Mar 6, 2019

Become the legendary undead gunman Beyond the Grave in this standalone sequel to GUNGRAVE VR featuring new levels, enemies, and play styles. Master Grave's punishing arsenal of attacks and abilities to mow down waves of mutant bad guys.

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#48

Rhythmica

Coming soon

The arcade rhythm game you can play in your room, it is "Rhythmica". Rhythmica is an authentic rhythm VR rhythm game that you can enjoy with easy operation. The operation consists of three easy actions "push a pad", "pull a trigger", "shake a controller" according to the ball flowing from the four...

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#49

POLYBIUS

Dec 21, 2018

POLYBIUS is a fast, trippy tunnel shooter playable on a normal screen or in VR. 50 levels of blissful trance shooting action are set to a blistering soundtrack. The PS4 version was EDGE Magazine's VR GOTY in 2017, and the PC version of the game was even used as the basis for a NIN music video.

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#50

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Cobos

3rd person arena shooter which is so hard to be completed by weak players.

Currently exploring

Steam

YouTube

Steam 250

Media

Release DateOct 17, 2017

Current playersN/A

Review Score81.6% – Mostly Positive

Total reviews17

DeveloperAnton Shatalov

PublisherAnton Shatalov

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