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Games Like Trace of the past

60+ similar titles based on shared tags and player behavior. Themes include Adventure, Indie, Horror, Psychological Horror.

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  1. #1 Yearning
    97% matchPositive92% of 12 reviews2018
    Dev: Nyan_Fort
    Windows

    This 2D horror game is set in Edo period of Japan. The girl notices that her old sister has disappeared. The girl will look for her and clues of her. What will the girl find in end of the story?

    Why similar: Adventure 28.9%, Indie 21.7%, Psychological Horror 20.6%, Horror 17.8%, Story Rich 10.9%

  2. #2 _dive
    96% matchMixed65% of 85 reviews2018
    Dev: lower third
    Windows

    A story about escapism.

    Why similar: Adventure 33.7%, Indie 28.7%, Psychological Horror 21.1%, Horror 16.5%

  3. #3 Bonbon
    96% matchMostly Positive73% of 262 reviews2017
    Dev: Aetheric GamesPub: Pixeljam
    Windows
    Median: 48 minMean: 2.7 hrs≥1hr: 41%

    A thirty-minute childhood-horror walking-sim about toys and a giant rat. A short, single-sitting experience.

    Why similar: Adventure 33.1%, Indie 27%, Horror 22.4%, Psychological Horror 17.4%

  4. #4 The Interview
    95% matchMostly Negative32% of 163 reviews2015
    Dev: Anothink
    Windows

    Adam Ridgewell is invited to a job interview, but things will get dark.

    Why similar: Adventure 33.5%, Indie 26.1%, Psychological Horror 23.1%, Horror 17.3%

  5. #5 Vernon's Legacy
    94% matchMixed57% of 116 reviews2016
    Dev: TripleBrick
    Windows
    Median: 2.9 hrsMean: 3.6 hrs≥1hr: 94%

    Vernon's Legacy is an horror adventure with an enigmatic story that takes place nearly a century ago. You are playing as Robert, the new owner of Dunkenhof manor.

    Why similar: Adventure 38.5%, Indie 28.8%, Horror 21.5%, Story Rich 11.2%

  6. #6 Vollun
    94% match4 user reviews75% of 4 reviews2019
    Dev: Mauricio Scherer
    Windows

    Vollun is a first-person with great focus on story, puzzles and exploration. You wake up in a strange place full of mysteries. Something happened in this place and you're not alone.

    Why similar: Adventure 39%, Indie 28.3%, Psychological Horror 16.9%, Horror 15.8%

  7. #7 看白海豚的好日子 A Perfect Day for White Dolphin
    93% matchPositive85% of 13 reviews2020
    Dev: 寒蟬
    Windows

    改編自乾綠郎的小說《完美的蛇頸龍之日》。 在這個時代,人們可以透過SC裝置和植物人進行感應。 感應淺者知道自己正在虛擬世界之中;感應深者,則會分不清虛幻與現實。 即使如此,黃芷欣還是決定和植物人弟弟芷樂進行感應,她必須找出芷樂自殺的原因。

    Why similar: Adventure 47%, Indie 34.8%, Psychological Horror 7.3%, Horror 6.8%, Story Rich 4.2%

  8. #8 Kuchisake Onna - 口裂け女
    92% matchMostly Positive71% of 59 reviews2018
    Dev: George ConstantinouPub: Constantinou
    Windows

    Kuchisake-Onna is a first-person horror adventure game based on a Japanese myth. The gameplay focuses on storytelling and stealth to avoid “Kuchisake-Onna” or else the Slit Mouthed Woman, there are also some puzzles for the player to solve, making gameplay more various.

    Why similar: Adventure 30.9%, Horror 23.8%, Indie 23.2%, Psychological Horror 22.1%

  9. #9 Damnaze
    91% match1 user reviews100% of 1 reviews2018
    Dev: INGO
    Windows

    You were taken into this damn maze, but you are not the first, and you are not the last.Here you do not have friends.You have only hope for salvation. To escape from this place you can use absolutely everything that you have found.

    Why similar: Adventure 46.2%, Indie 34.6%, Horror 19.2%

  10. #10 Chicken in the Darkness
    90% matchPositive100% of 45 reviews2018
    Dev: Jaesung KimPub: BukGwak
    Windows

    The game "Chicken in the darkness" is a roguelike-indie-horror game developed by 3 highschool students. The main character, a highschool student who lives in a dorm, plans with his friends to order a fried chicken and get delivered.

    Why similar: Adventure 43.4%, Indie 34.7%, Horror 21.8%

  11. #11 UNIDENTIFIED
    91% matchNo user reviews2018
    Dev: DARKSIDEMOON
    Windows

    Let's play the game in the form of relive the record of the escape that remains as a video.

    Why similar: Adventure 46.9%, Indie 35.2%, Horror 17.9%

  12. #12 The Family Skeleton
    83% matchNo user reviews
    Dev: pixelful
    Windows · Mac

    Family Skeleton is a narrative driven horror game, where you visit your childhood home and discover the truth behind the events that tore your family apart. A story-rich experience where you

    Why similar: Adventure 43.5%, Indie 32.6%, Psychological Horror 23.9%

  13. #13 Barrow Hill: The Dark Path
    89% matchMostly Positive72% of 150 reviews2016
    Dev: Shadow Tor StudiosPub: Iceberg Interactive
    Windows

    Follow the Dark Path into a world of Druidic lore and Celtic myths. It is the Autumn Equinox on Barrow Hill, a time of great power, when the ancient standing stones are at their most powerful and dangerous. You have one night to make the offerings, follow the Dark Path and escape Barrow Hill.

    Why similar: Adventure 51.1%, Indie 32.7%, Horror 16.1%

  14. #14 The Darkest Woods
    89% matchVery Positive80% of 50 reviews2018
    Dev: teamsupport
    Windows · Mac · Linux

    Do you remember those horror flash games? Early quests? Well this is the idea.

    Why similar: Adventure 43.3%, Indie 32.5%, Horror 24.2%

  15. #15 Layers of Fear VR
    86% matchMostly Positive71% of 273 reviews2019
    Dev: Incuvo S.A.Pub: Bloober Team SA
    Windows
    Median: 1.1 hrsMean: 2.9 hrs≥1hr: 51%

    Enter a tangibly horrifying Virtual Reality and explore a mansion of horror as an artist falling into the depths of insanity. Will you find the muse for your masterpiece... or madness?

    Why similar: Adventure 48%, Indie 36.3%, Horror 8.9%, Psychological Horror 6.8%

  16. #16 The Eerie Inn
    86% matchPositive81% of 43 reviews2018
    Dev: Przestraszeni
    Windows

    The Eerie Inn is a mystery, puzzle-solving horror game with a strong emphasis on the narrative. You play as one of the girls staying at a guest house and your mission is to find out the truth behind the mysterious things happening there. You will soon realize that things aren't what they appear to be..

    Why similar: Adventure 33.7%, Indie 25.3%, Horror 20.7%, Psychological Horror 20.3%

  17. #17 Dark Night
    87% matchMostly Negative37% of 63 reviews2016
    Dev: NighthoodGames
    Windows · Mac
    Median: 12 minMean: 10.9 hrs≥1hr: 33%

    Welcome home Amelia, familiar eyes are watching you, and they want to play. Home alone you can feel them. You can hear their footsteps. You need to move. You have limited visibility. Light a matchstick to see in the dark. Close your eyes. Start begging for your life.

    Why similar: Indie 38.8%, Adventure 37.6%, Horror 23.6%

  18. #18 BlackShadows
    88% matchVery Negative17% of 169 reviews2015
    Dev: IceGames Studios
    Windows
    Median: 12 minMean: 3.1 hrs≥1hr: 16%

    BlackShadows is a survival horror game where you'll assume the role of a young scientist who is fighting against her worst nightmare... You'll have to escape from a strange and creepy place in order to survive. You think it's easy? Be careful : Black Shadows are never friendly!

    Why similar: Adventure 41.9%, Indie 33.8%, Horror 24.3%

  19. #19 Lonepath
    84% match3 user reviews67% of 3 reviews2019
    Dev: Bogdan Zigmund
    Windows

    Lonepath is an atmospheric mystery game with a 1940s-inspired aesthetic, in which retired police officer turned detective Elric Greenhill sets out on the tail of a serial killer.

    Why similar: Adventure 34.3%, Indie 25.7%, Psychological Horror 21.5%, Horror 18.5%

  20. #20 Sylvio
    85% matchMostly Positive79% of 146 reviews2015
    Dev: Stroboskop
    Windows · Mac
    Median: 4.4 hrsMean: 5.9 hrs≥1hr: 91%

    Sylvio is a psychological horror game set in a tranquil, disturbing atmosphere. Help ghost recorder Juliette Waters face an evil curse and a wicked family cult with her microphone and the voices of the dead.

    Why similar: Adventure 42.1%, Indie 30.7%, Horror 27.2%

  21. #21 THE 8IGHT
    75% matchPositive82% of 33 reviews2025
    Dev: KJAE GAMES
    Windows

    Max, who suffers from schizophrenia due to childhood trauma, decides to break free from the endless torment of hallucinations and delusions.

    Why similar: Adventure 32%, Horror 20.9%, Psychological Horror 20.7%, Indie 19.6%, Story Rich 6.7%

  22. #22 Like Clay
    82% matchVery Positive88% of 124 reviews2017
    Dev: free08Games
    Windows
    Median: 3.2 hrsMean: 3.6 hrs≥1hr: 85%

    Like Clay is a story driven adventure game with horror elements. Find out what happened to a friend of yours by reading messages and listening to audio files. Search for hidden doors and items, solve light puzzles and survive deadly foes and lethal traps.

    Why similar: Indie 38.8%, Adventure 34%, Horror 27.1%

  23. #23 Diastone: Memories
    82% matchMostly Positive73% of 51 reviews2018
    Dev: Souluted GamesPub: My Way Games
    Windows

    Discover a world unknown to you, becoming the figure before whom the universe itself shudders, the one unacquainted with the confines of time and space, experiencing the lives of different individuals. Transform into someone who fears only one thing: the creature trailing closely behind.

    Why similar: Adventure 36.2%, Indie 28.5%, Horror 23.4%, Story Rich 12%

  24. #24 Nyctophobia
    84% matchMixed45% of 607 reviews2015
    Dev: Lightning Man MediaPub: Lightning Man Media
    Windows · Mac
    Median: 3.5 hrsMean: 4.1 hrs≥1hr: 95%

    Your truck is wrecked, your flashlight is dimming and darkness surrounds you. Your fears come alive. Get to the generator and bring back the light before “The Keeper” finds you.

    Why similar: Indie 38.3%, Adventure 36.2%, Horror 25.5%

  25. #25 Deep Inside
    71% matchVery Positive83% of 118 reviews2024
    Dev: Nick Abrams
    Windows

    Deep Inside - is a first-person psychological horror game! You are a police officer trying to find out who is behind the most high-profile murders in the city and have therefore become the number one target for a maniac!

    Why similar: Indie 52.2%, Adventure 21.5%, Horror 13.3%, Psychological Horror 13%

  26. #26 Project Tape
    71% matchMixed67% of 39 reviews2025
    Dev: Stealth StudioPub: Stealth Studio UE
    Windows

    Experience the arrival of The Last Tape's protagonist in this short horror adventure that reveals what happened before the main events. Explore Lurmont’s abandoned facilities, avoid the mysterious creature, and descend step by step into a hell you might not escape from

    Why similar: Horror 28.3%, Adventure 27.9%, Psychological Horror 27.9%, Indie 16%

  27. #27 OBSCURIA
    73% matchMixed57% of 53 reviews2024
    Dev: ARANJA GAMESPub: ARANJA STUDIO
    Windows

    After the largest cruise ship in the world suffered a shipwreck and was invaded by ghosts, you must find Captain Blackhood after he disappeared, enter the great Nocturne and investigate all the secrets and mysteries.

    Why similar: Indie 34%, Adventure 29.8%, Horror 19.9%, Psychological Horror 16.3%

  28. #28 Isolation
    81% matchMixed41% of 54 reviews2017
    Dev: Interactive Gaming Studios
    Windows

    The plague destroyed the world you once knew. This unknown bacteria destroyed the lives of many people who lived in various countries around the world. When the plague was first identified by doctors, researchers started working on a cure immediately. The infected people were transported into hospitals to isolate them from other people.

    Why similar: Adventure 40.5%, Horror 30.4%, Indie 29.1%

  29. #29 CRIMSON ROOM® DECADE
    81% matchMixed59% of 71 reviews2016
    Dev: Dream HoldingsPub: KOMODO
    Windows · Mac

    ”I've been here before..." Jean-Jacques Gordot woke up to find himself trapped in a red room. A door that won't open, a hanging light bulb, scattered wine bottles. And for some reason, this room gives him a feeling of deja vu...

    Why similar: Adventure 46.2%, Indie 34.6%, Horror 19.2%

  30. #30 Bucket Detective
    79% matchVery Positive86% of 274 reviews2017
    Dev: the whale husband
    Windows · Mac
    Median: 1.4 hrsMean: 2.6 hrs≥1hr: 65%

    A dark comedy/horror game by Jesse Barksdale, creator of the static speaks my name. Help a cult complete a ritual in exchange for divine inspiration to finish writing your terrible novel. A story-focused experience which takes around 45 minutes to complete.

    Why similar: Adventure 50.1%, Indie 35.3%, Story Rich 14.6%

  31. #31 Gevaudan
    80% matchMixed55% of 155 reviews2017
    Dev: Nicolas BernardPub: Microids Indie
    Windows
    Median: 12 minMean: 12.6 hrs≥1hr: 31%

    Escape the Beast and overcome your own fear.

    Why similar: Indie 33.7%, Adventure 32.5%, Horror 20.6%, Psychological Horror 13.2%

  32. #32 SCP-9735-Alpha: ΔRCH1TECT
    69% matchNo user reviews
    Dev: Deepwake Studios
    Windows

    Currently in rework.

    Why similar: Adventure 47.4%, Indie 35.5%, Horror 17%

  33. #33 MUSEUM VOLUME I
    78% matchMixed60% of 10 reviews2018
    Dev: Wreck Tangle Games
    Windows

    'Museum' is a short Puzzle-Adventure saga. The games follow the Security Guard at The Royal Foyer Museum in England. As you wake from a mid-night nap, you notice all the security cameras are down, it's up to you to get them working again.

    Why similar: Adventure 46.9%, Indie 35.2%, Horror 17.9%

  34. #34 ColdSide
    74% matchMostly Positive79% of 519 reviews2020
    Dev: AdroVGames
    Windows
    Median: 3.2 hrsMean: 5.2 hrs≥1hr: 89%

    ColdSide is a psychological horror first-person game. It takes place in an abandoned underground laboratory that studied anomalous phenomena.

    Why similar: Adventure 34.4%, Indie 25.1%, Psychological Horror 20.4%, Horror 20.1%

  35. #35 Pamali: Indonesian Folklore Horror
    76% matchVery Positive84% of 664 reviews2018
    Dev: Storytale
    Windows
    Median: 2.3 hrsMean: 117.0 hrs≥1hr: 76%

    A narrative horror game set in the daily lives of Indonesian society. Interact with various mystical objects as you explore haunted places, unravel their lingering mysteries, and experience how Indonesian myth, taboo and culture, combined with your choices, shape the course of your nights.

    Why similar: Adventure 37.6%, Indie 29.7%, Horror 23.5%, Story Rich 9.2%

  36. #36 SECTOR 40: The Soviet Legacy
    76% match9 user reviews22% of 9 reviews2020
    Dev: Fifteen Feet
    Windows

    SECTOR 40 is a fictional discovery game with a slightly sinister atmosphere. Have an adventure in the darkness of Siberia and discover the heritage of the Soviet Union in its sad fate.

    Why similar: Adventure 52.4%, Indie 39.3%, Horror 8.4%

  37. #37 Alone K.W.
    79% matchMostly Negative34% of 77 reviews2016
    Dev: TeamWaterFlyPub: Volens Nolens Games
    Windows
    Median: 4.0 hrsMean: 5.7 hrs≥1hr: 92%

    Dr. Kevin White, a drug manufacturing manager in the same company was sent to a conference in Greenland. In turn, the ship was caught in the ice and crashed. The main character was thrown by an unknown island. Seeing the house, Kevin went there.

    Why similar: Adventure 63%, Indie 21.1%, Horror 15.9%

  38. #38 Stairs
    78% matchMostly Positive70% of 361 reviews2015
    Dev: GreyLight EntertainmentPub: Digital Tribe
    Windows
    Median: 3.1 hrsMean: 3.7 hrs≥1hr: 90%

    STAIRS is a first-person atmospheric psychological horror game, inspired by real-life events, that takes players through the stories of three missing people as seen through the eyes of journalist Christopher Adams. Start preparing yourself now, for to descend down these steps is to descend into madness...

    Why similar: Horror 28.7%, Adventure 27.5%, Indie 21.9%, Psychological Horror 21.8%

  39. #39 Settled
    77% matchVery Positive82% of 141 reviews2016
    Dev: Allen Dayan
    Windows

    Made in Construct2, Settled is a story driven game with hints of exploration. As you progress, subtle changes appear. Memories and nightmares act as new areas, although still remaining in the confines of the house. When you reach the end, the conclusion may not be what you expected.

    Why similar: Adventure 33.9%, Indie 26.2%, Horror 23.3%, Psychological Horror 16.6%

  40. #40 Last in Orbit
    75% match1 user reviews0% of 1 reviews2020
    Dev: Dapper Rabbit Games
    Windows

    Last in Orbit is a Horror game with a focus on surviving a A.I. gone Crazy. Your the first to arrive on a new space station meant for human living but in the preparations ahead you found out that the A.I.

    Why similar: Adventure 50.5%, Indie 37.9%, Horror 11.7%

  41. #41 Fireflies
    77% matchMostly Negative36% of 85 reviews2015
    Dev: Phanom Games
    Windows
    Median: 7.9 hrsMean: 8.2 hrs≥1hr: 98%

    Adventure horror with many puzzles and an interesting story.

    Why similar: Adventure 48.4%, Indie 32.2%, Horror 19.4%

  42. #42 Araha : Curse of Yieun Island
    72% matchMixed61% of 370 reviews2020
    Dev: Palmsoft
    Windows

    Araha: Curse of Yieun Island is a survival horror game. You will explore the hospital on an island as 'the Boy' who is looking for his sister. Starting from the abandoned hospital, You will journey through the cursed island covering the Sharman's sanctum, Cemetary in the mountainside and more.

    Why similar: Adventure 50.1%, Indie 38%, Horror 11.9%

  43. #43 Ancient Anathema
    73% matchMixed45% of 31 reviews2019
    Dev: Yars
    Windows

    Solve the mystery of the disappearance of the owner of the cemetery. And do not forget where you have to live a long night.

    Why similar: Adventure 47.1%, Indie 35.3%, Psychological Horror 17.5%

  44. #44 The Disappearance of the Mitchells
    71% matchMixed50% of 12 reviews2020
    Dev: Cupfox Studio
    Windows

    A short horror game about the sudden disappearance of a husband and wife, leaving their house and all of their belongings.

    Why similar: Adventure 38.8%, Indie 29.1%, Horror 16.2%, Psychological Horror 15.9%

  45. #45 Den vänstra handens stig
    62% matchNo user reviews
    Dev: Newmark Software
    Windows · Mac

    Den vänstra handens stig is a transcendental blackened narrative experience that focuses on courage, determination and sacrifice.

    Why similar: Adventure 57.2%, Indie 42.8%

  46. #46 The Final Take
    73% matchMixed65% of 506 reviews2016
    Dev: HUSH InteractivePub: Forever Entertainment S. A.
    Windows · Mac · Linux
    Median: 3.1 hrsMean: 6.2 hrs≥1hr: 90%

    Relive dark footage recorded from the perspective of multiple characters in this unique first person horror.

    Why similar: Adventure 35.3%, Horror 35.2%, Indie 29.4%

  47. #47 Saturnine
    72% match4 user reviews25% of 4 reviews2018
    Dev: Dominik MichalkePub: 70:30
    Windows · Mac

    Saturnine - a horror survival adventure. In Saturnine you will explore abandoned villages and the woods of Nearna. But beware: Nightfall comes closer and something mystifying and evil is awaiting you in the shadows of the darkness!

    Why similar: Adventure 46.2%, Indie 34.6%, Horror 19.2%

  48. #48 DownWind
    60% matchNo user reviews
    Dev: Jackson Clarke
    Windows

    Are you ready to leave your home? Join a Little Leaf on a Big Journey.

    Why similar: Adventure 57.2%, Indie 42.8%

  49. #49 Circle
    69% matchMixed68% of 60 reviews2020
    Dev: Nanasi Project
    Windows

    This is the game that nurtures “Circle” and adventures in the "Outside" of the room.

    Why similar: Adventure 35.4%, Indie 25.7%, Horror 15.5%, Psychological Horror 15.3%, Story Rich 8%

  50. #50 Dark Train: Coupe
    60% matchNo user reviews
    Dev: Paperash Studio
    Windows · Mac

    Dark Train: Coupe is a steampunk visual novel made of paper, story prequel to Dark Train. Be a passenger, listen, discuss and decide what will happen next during your journey through the Border City. Meet Ann Tagrezbung; she is quite lovely, unmechanical and still human...

    Why similar: Adventure 57.2%, Indie 42.8%

  51. #51 Awe
    69% match9 user reviews33% of 9 reviews2020
    Dev: Basov Bohdan
    Windows

    Your feelings and logic are very important in this game. Feel like a detective in a strange and extremely dangerous place. Investigate the loss of people, simultaneously solving puzzles and trying not to fall into the trap.

    Why similar: Adventure 51%, Indie 38.3%, Psychological Horror 10.7%

  52. #52 Airglow
    59% matchNo user reviews
    Dev: GuiiStudio
    Windows

    You play as a wolf who gets seperated from the pack. Get unexpected help to find your way. Explore the nature and find the unforseen history of your pack.

    Why similar: Adventure 57.2%, Indie 42.8%

  53. #53 Nor'Easter
    59% matchNo user reviews
    Dev: Redi Games
    Windows

    Nor’easter is a classic point-and-click adventure game inspired by the lumberjack folklore of Northern America. As a brave jackalope befriend strange, magical creatures, help a lost man find his children and save the woodlands from endless winter!

    Why similar: Adventure 57.2%, Indie 42.8%

  54. #54 TheMemory
    68% matchPositive80% of 35 reviews2019
    Dev: TeamNPC
    Windows

    Find the lost memories and escape from Mor's Asylum.

    Why similar: Adventure 30.2%, Horror 26.6%, Indie 22.6%, Psychological Horror 20.5%

  55. #55 The Renovator
    68% matchMixed66% of 99 reviews2019
    Dev: mirzagame5
    Windows

    In this game you’re an experienced restorer currently working in a museum workshop. The restorer’s friend requested him to fix some old exhibits. From that moment his adventure starts.

    Why similar: Indie 45.7%, Horror 30.9%, Adventure 23.3%

  56. #56 Inner Riddle
    57% matchNo user reviews
    Dev: Growfall Games
    Windows

    You have awoken in strange and unfamiliar place. Soon you realize that you are not simply locked up. But why? For what reason? In search of answers, you must follow the rules of this place. Puzzles and hard decisions are waiting for you. Will you perish never reaching the end or pass through all obstacles and understand what happened?

    Why similar: Adventure 57.2%, Indie 42.8%

  57. #57 裁決者 -The White Butcher-
    57% matchNo user reviews
    Dev: Erotes Studio
    Windows

    《裁決者》是款以極權島國為背景的冒險遊戲。遊戲中你將扮演調查局的副局長,並透過裁決案子替國家伸張正義。但在一次裁決中你意外地殺害了摯友「黃義雄」,使你首次對國家產生了疑惑。重重的危機,雨中,客廳等待著你的並不是虛無。而是屋外毫不知情的黃義雄獨生女「黃詠晴」......少女的笑容,開始了你的罪──

    Why similar: Adventure 57.2%, Indie 42.8%

  58. #58 Blendy 2 Dolls Factory
    67% matchMostly Positive70% of 10 reviews2020
    Dev: Daniil999OPub: CDA Games
    Windows

    Go through locations, finding keys and avoiding traps. Find out the secret of Blendy and make the crucial choice! It all depends on you and your perseverance! Can you finally stop Blendy? Or will he and his associates be more cunning than you?

    Why similar: Adventure 53.4%, Indie 40.1%, Horror 6.5%

  59. #59 The Warden
    70% matchMixed56% of 18 reviews2016
    Dev: Matteo CillarioPub: Black Mist Studios
    Windows

    “The Warden” is a first-person psychological-horror game with puzzles.Ephram Elias Barkley is a landowner who , after losing his family , lives his life in a alcoholic loneliness.His life is interspersed with moments of lucidity and states of trance that seem to leave, as only trace, mysterious drawings of dark landscapes in which stands...

    Why similar: Adventure 50.9%, Indie 25.1%, Horror 24%

Based on tag similarity + player behavior
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