Nodal

Games Like My Exit

60+ similar titles based on shared tags and player behavior. Themes include Walking Simulator, Adventure, Horror, Singleplayer.

Similar Games

View all 60 recommendations
  1. #1 おんがくしつ / MUSIC ROOM
    97% matchMostly Negative35% of 37 reviews2021
    Dev: HasamiMochi
    Windows

    This game is a J-horror game in which a friend invites you to go to school to test your courage.

    Why similar: Walking Simulator 35.7%, Modern 29.6%, Horror 20.2%, Adventure 11.4%, Indie 1.6%

  2. #2 Frightence
    96% matchVery Positive82% of 50 reviews2023
    Dev: Playstige Interactive
    Windows

    Frightence is a short, intense first-person horror experience.

    Why similar: Walking Simulator 48.5%, Horror 27.1%, Adventure 21.8%, Singleplayer 2.7%

  3. #3 Deliverance: The Other Side
    96% matchNo user reviews
    Dev: Sedegova
    Windows

    Play as a courier on one last delivery to an old St. Petersburg apartment, uncovering a labyrinth of mirrors, hidden secrets, and a family's haunting past. Solve puzzles, explore rooms, and experience a 2D psychological horror adventure full of tension and mystery.

    Why similar: Walking Simulator 39.4%, Adventure 22.3%, Side Scroller 20.5%, Horror 14.6%, Indie 1.7%

  4. #4 NO LIFE BABY OF THE END
    95% match4 user reviews75% of 4 reviews2025
    Dev: ILCA LabPub: ILCA, Inc.
    Windows

    “NO LIFE BABY OF THE END” is a walking simulator set in a school. Pay close attention to your surroundings and aim for the rooftop.

    Why similar: Walking Simulator 51.9%, Horror 22%, Adventure 21.6%, Singleplayer 2.7%, Indie 1.8%

  5. #5 Scare Girl
    94% matchMixed67% of 21 reviews2022
    Dev: PartyGaming
    Windows

    A Scary game In The Forest And Your Trying To Collect 10 Treasure Chest To Open A Door

    Why similar: Walking Simulator 49.2%, Adventure 28.7%, Horror 19.6%, Singleplayer 2.5%

  6. #6 Scare Girl 2
    94% matchMixed68% of 19 reviews2023
    Dev: PartyGaming
    Windows

    A game at a haunted house and you're trying to collect 10 radio to open an escape door from a killer.

    Why similar: Adventure 38.7%, Walking Simulator 32.4%, Horror 26.1%, Singleplayer 2.7%

  7. #7 8女
    92% match7 user reviews86% of 7 reviews2024
    Dev: koinoroi
    Windows

    This is a horror game where you escape from a Western-style mansion where a monster that eats people lurks.

    Why similar: Walking Simulator 51.1%, Horror 28.7%, Adventure 14.6%, Singleplayer 3.1%, Indie 2.5%

  8. #8 Montague's Mount
    93% matchMixed58% of 429 reviews2013
    Dev: PolyPusher Studios
    Windows · Mac · Linux
    Median: 2.2 hrsMean: 3.7 hrs≥1hr: 94%

    Montague's Mount is disturbing psychological thriller set in the bleakness of an abandoned Irish island, featuring exploration and challenging puzzle solving. This game is part one of a two part story, some questions are left unanswered and open to interpretation.

    Why similar: Walking Simulator 49.2%, Adventure 26.2%, Horror 17.9%, Indie 6.7%

  9. #9 エスカレーター | Escalator
    91% matchMostly Negative38% of 123 reviews2024
    Dev: Toyasky
    Windows

    Escalator is a horror game in which you must find something unusual while riding an escalator and try to escape from an enclosed space.

    Why similar: Walking Simulator 47.3%, Horror 21.2%, Adventure 19.2%, Simulation 8.8%, Indie 1.9%

  10. #10 ShadowSide
    91% matchMixed63% of 425 reviews2018
    Dev: AdroVGames
    Windows
    Median: 3.5 hrsMean: 5.9 hrs≥1hr: 92%

    ShadowSide is a First Person Exploration game. A policeman Alex Carter has been watching over the tranquility in the town for many years. He protects the people from robbery and crime. Nothing but a routine.

    Why similar: Walking Simulator 35.4%, Adventure 23.7%, Horror 21.4%, Simulation 12.2%, Indie 5.5%

  11. #11 obakeyashiki
    89% matchPositive91% of 11 reviews2025
    Dev: Gattorocco
    Windows

    Find your way out of a haunted house like a maze. A first-person horror exploration adventure.

    Why similar: Walking Simulator 53.7%, Adventure 21.9%, Horror 20.3%, Indie 2.2%, Singleplayer 1.8%

  12. #12 Tuya
    90% match9 user reviews78% of 9 reviews2023
    Dev: Taiga
    Windows

    A frightening experience in the Japanese countryside!

    Why similar: Walking Simulator 43.2%, Horror 25.7%, Adventure 24.1%, Indie 5.3%, Singleplayer 1.6%

  13. #13 Qora
    89% matchMixed67% of 530 reviews2014
    Dev: Holden BoylesPub: Curve Games
    Windows · Mac
    Median: 3.2 hrsMean: 4.2 hrs≥1hr: 94%

    A mysterious trip to gorgeous and surreal lands, players explore the unknown and harness mystical powers which have been hidden in the valley for centuries.

    Why similar: Walking Simulator 47.1%, Pixel Graphics 24%, Adventure 23.7%, Indie 5.2%

  14. #14 Light of the Mountain
    88% matchMostly Positive73% of 15 reviews2018
    Dev: Songhouse Games
    Windows

    A puzzle solving adventure game that tells the story of a dying man stranded on a mysterious island. Alone he must explore the island's various locations and even the deepest depths of his dreams to uncover the island's secrets and mysteries, and come to terms with what may be the end of his life.

    Why similar: Walking Simulator 56.9%, Adventure 43.1%

  15. #15 Just a Stay at the Inn
    86% match2 user reviews100% of 2 reviews2025
    Dev: 箱庭Prot
    Windows

    A horror-inspired game set in a Japanese inn, similar to Exit 8. Random anomalies occur as you explore, bringing new scares with each run. Simple controls make it easy to pick up and play.

    Why similar: Walking Simulator 54%, Horror 18.8%, Adventure 18.2%, Simulation 5.1%, Indie 2.2%

  16. #16 REliC
    86% matchNo user reviews
    Dev: WEM3
    Windows

    WEM3 presents their debut horror adventure! Wield your camera to materialize invisible entities and reveal the hidden truth.

    Why similar: Walking Simulator 50.2%, Adventure 29.8%, Horror 18%, Singleplayer 2%

  17. #17 After Life - Story of a Father
    87% matchMostly Positive70% of 44 reviews2016
    Dev: Green Sawdust
    Windows · Linux

    After Life is a short interactive story with a lot of atmosphere and little gameplay. Immerse yourself with the story of Rick Dennehy, a soul who explores the memories of his loved ones after he dies in an accident.

    Why similar: Walking Simulator 50.9%, Adventure 44.5%, Indie 4.6%

  18. #18 TransMemory
    84% matchPositive90% of 21 reviews2024
    Dev: BitRockGames
    Windows

    I woke up in a dimly lit basement. You have no memory of who you are or why you are here. Can you escape from this place?

    Why similar: Walking Simulator 56.3%, Horror 21.3%, Adventure 12.6%, Simulation 5.5%, Indie 2.3%

  19. #19 Escape from the Village
    85% matchMixed60% of 10 reviews2021
    Dev: Taiga
    Windows

    You are on your way home from a holiday and your car breaks down and you are stranded in the middle of nowhere. You get out of the car, explore the surroundings, and try to get home. Enjoy this escape game set in a deserted mountain village in modern Japan.

    Why similar: Walking Simulator 49%, Adventure 28.7%, Horror 20.3%, Singleplayer 1.9%

  20. #20 Death Motel
    83% matchVery Positive82% of 79 reviews2024
    Dev: Playstige Interactive
    Windows

    Death Motel is a short, intense first-person horror experience about the paranormal events occurring at abandoned Crimson Motel.

    Why similar: Walking Simulator 47.9%, Horror 26.5%, Adventure 23.8%, Singleplayer 1.8%

  21. #21 ア異-Love
    82% match3 user reviews0% of 3 reviews2026
    Dev: SanNanGames
    Windows

    This is an Exit 8–style game presented as a short story, with love as its central theme.

    Why similar: Walking Simulator 49.1%, Adventure 29.1%, Horror 17.6%, Indie 2.3%, Singleplayer 1.9%

  22. #22 Investigator
    84% matchMixed69% of 1,025 reviews2016
    Dev: AdroVGames
    Windows
    Median: 3.7 hrsMean: 4.9 hrs≥1hr: 94%

    Investigator is a first-person exploration game with horror elements, where the events take place in a world of extreme weather cataclysms.

    Why similar: Walking Simulator 40.3%, Horror 24.6%, Adventure 21%, Simulation 8%, Indie 4.9%

  23. #23 Blind Phobia
    81% matchNo user reviews2026
    Dev: Flygogo Games
    Windows

    You are blind and trapped in an infinite hospital corridor. Use your guide cane and other senses to detect anomalies, question illusions, and find a way out.

    Why similar: Walking Simulator 53.7%, Adventure 20.7%, Horror 18.2%, Simulation 5.2%, Indie 2.2%

  24. #24 Selling Souls
    81% match5 user reviews100% of 5 reviews2024
    Dev: Taiga
    Windows

    Something is wrong with this store

    Why similar: Walking Simulator 40.1%, Horror 28.8%, Adventure 25.8%, Indie 3.7%, Singleplayer 1.6%

  25. #25 SIGNAL
    82% matchMixed40% of 10 reviews2020
    Dev: RPavel
    Windows

    A game in the genre of horror that tells you the story of the main character named John who works on the space station Atlant. You will find a leisurely gameplay with elements of small puzzles and story narration through the onboard crew records. Welcome to the space station Atlant!

    Why similar: Walking Simulator 51.9%, Horror 22.9%, Adventure 20.7%, Indie 2.5%, Singleplayer 2%

  26. #26 GhostlyRyokan
    80% match2 user reviews100% of 2 reviews2024
    Dev: Taiga
    Windows

    An abandoned inn where lost souls wander, your decision will determine its outcome.

    Why similar: Walking Simulator 51.2%, Adventure 29.4%, Horror 15.7%, Indie 2%, Singleplayer 1.8%

  27. #27 Resignation Agency
    79% matchNo user reviews
    Dev: SnakeTone
    Windows

    After starting a job at a “Resignation Agency,” the protagonist gradually becomes entangled in unsettling incidents as the work unfolds. Resignation Agency × Walking Simulator

    Why similar: Walking Simulator 47.6%, Horror 19.9%, Adventure 18.1%, Simulation 11.1%, Indie 1.7%

  28. #28 The Shrouded
    77% match3 user reviews100% of 3 reviews2025
    Dev: Pulsar Origin
    Windows

    A short PSX-style horror game. Explore a dark cellar, collect 8 books, and survive a few tense encounters with a lurking presence.

    Why similar: Walking Simulator 45.6%, Horror 23.7%, Pixel Graphics 17.3%, Adventure 11%, Singleplayer 2.4%

  29. #29 街灯 -machinohi-
    76% match9 user reviews78% of 9 reviews2026
    Dev: Waterfall Studio
    Windows

    Do you remember? Those "rules" we made for the walk home. In the eighth grade, the rule I set for myself was: "I can only stay in the dark for five seconds." A silent Japanese night. You must reach the next pool of light before the five seconds are up. Can you make it back home safely?

    Why similar: Walking Simulator 34.2%, Modern 32%, Horror 19.7%, Adventure 11.3%, Singleplayer 1.6%

  30. #30 Drowning
    79% matchMixed56% of 25 reviews2018
    Dev: Polygonal WolfPub: Sometimes You
    Windows · Mac · Linux

    Walk in the shoes of this teenage boy who learns to live with his inner demon.

    Why similar: Walking Simulator 52.6%, Adventure 38%, Indie 9.4%

  31. #31 Maze Mart
    78% match4 user reviews75% of 4 reviews2022
    Dev: Pimeine
    Windows

    You play as Isaac looking for a bottle of milk. Through small labyrinths you will have to choose how the story will end.

    Why similar: Walking Simulator 44.2%, Adventure 24.6%, Modern 23.8%, Simulation 4.4%, Indie 1.9%

  32. #32 Haybale
    78% matchNo user reviews2025
    Dev: SuchapestPub: Pest Control Studio
    Windows

    Game takes place on a Farm field with Hay Bales everywhere. You enter this place out of curiosity! But little did you know you'll face your greatest fear!

    Why similar: Walking Simulator 54.4%, Adventure 23.5%, Horror 17.1%, Indie 2.8%, Singleplayer 2.2%

  33. #33 Hey, Anybody There? - Director's Cut
    75% matchPositive83% of 12 reviews2026
    Dev: Had2Apps
    Windows

    A very very very short japanese horror story. You press the intercom. No one answers. You knock on the door. Still nothing. What would you do?

    Why similar: Walking Simulator 29.8%, Modern 27.1%, Horror 16.3%, Pixel Graphics 9.2%, Adventure 9.1%

  34. #34 Palmvil Haunted Villa
    76% match2 user reviews50% of 2 reviews2025
    Dev: Anamik Majumdar
    Windows · Linux

    Palmvil Haunted Villa is a 2D top-down survival horror game where you play as Henry, a paranormal enthusiast who got a request from his friend, the owner of the villa, to investigate it in order to experience the paranormal and to provide him with some answers about the afterlife.

    Why similar: Walking Simulator 43.3%, Adventure 23.7%, Horror 19.3%, Pixel Graphics 11%, Indie 1.7%

  35. #35 SCP-087-B UE Remake
    75% matchMixed61% of 46 reviews2023
    Dev: Chris Korth
    Windows

    SCP-087-B UE Remake is a free single-player horror experience which seeks to recreate many aspects of the 2012 game SCP-087-B made by Joonas Rikkonen while keeping the charm and feel of the original.

    Why similar: Walking Simulator 45.4%, Horror 27.6%, Adventure 21.5%, Singleplayer 3.2%, Indie 2.3%

  36. #36 EMBERZONE
    77% matchMixed49% of 45 reviews2020
    Dev: VOBL games
    Windows

    EMBERZONE - is a short, first-person story game. It's a story about loss. You play as a simple girl in whose life happens something horrible.

    Why similar: Walking Simulator 37.4%, Modern 20.6%, Horror 16.5%, Adventure 14.8%, Simulation 8%

  37. #37 AKAZU Off limits
    74% matchMixed66% of 62 reviews2024
    Dev: STUDIO DYD
    Windows

    I found myself lying in a strange place. I had no idea where I was or why I had come here. The only thing I knew was that I had come looking for something.

    Why similar: Walking Simulator 48.5%, Horror 27.6%, Adventure 19%, Singleplayer 2.5%, Indie 2.4%

  38. #38 Aemaso 1: Containment Breached
    73% matchNo user reviews2026
    Dev: EWOfficial
    Windows

    A short, dark story about a man who has lost everything after an accident and is faced with a choice.

    Why similar: Walking Simulator 43.5%, Adventure 28.4%, Horror 23%, Singleplayer 2.6%, Indie 2.5%

  39. #39 ExitApartment
    71% match7 user reviews100% of 7 reviews2025
    Dev: Joseph
    Windows

    You awaken in an elevator. Something is terribly wrong with this apartment building. Find the scattered notes, follow the clues, and escape—before it's too late.

    Why similar: Walking Simulator 47.2%, Adventure 26.8%, Horror 17.5%, Simulation 4.9%, Indie 2.1%

  40. #40 不安ごと
    71% match2 user reviews100% of 4 reviews2026
    Dev: fmfm-games
    Windows

    インターネット上で怪談や怖い話を読み漁ることを日課にするあなた。いつもの日課の後、何か異様な気配を感じた気が...?

    Why similar: Walking Simulator 42.3%, Horror 22%, Adventure 20.6%, Simulation 10.4%, Singleplayer 2.6%

  41. #41 NOSTALGIC TRAIN
    73% matchMostly Positive77% of 192 reviews2018
    Dev: Tatamibeya 畳部屋
    Windows

    The jury selection of the 22nd Japan Media Arts Festival. I woke up alone in the countryside, where people had disappeared and I lost my memory.What is the truth that I see at the end of my journey through the memories of Natsugiri? ...... A Novel / Walking simulator.

    Why similar: Walking Simulator 52.6%, Adventure 38.5%, Indie 8.9%

  42. #42 Inmates
    74% matchMixed60% of 330 reviews2017
    Dev: Davit AndreasyanPub: Iceberg Interactive
    Windows
    Median: 3.0 hrsMean: 18.6 hrs≥1hr: 87%

    Inmates is a story-driven, atmospheric psychological horror game. Featuring interactive exploration in a suffocating location, mind-bending puzzles and disturbing imagery. You wake up in a run-down prison cell and have no clue how you got there. You’ve convinced yourself this is all just a nightmare...

    Why similar: Walking Simulator 48.3%, Adventure 23.3%, Horror 23.1%, Indie 5.2%

  43. #43 Parasite Tunnel
    71% matchMostly Positive73% of 15 reviews2025
    Dev: TAYUTA CREATE
    Windows

    A creepy tunnel inhabited by a gigantic creature. You are trapped inside this tunnel. Escape the giant creature, search for the tunnel's exit, and make your escape. This is a short horror game that envelops the player in a sense of unease and tension.

    Why similar: Walking Simulator 50.2%, Horror 19.3%, Adventure 16.9%, Simulation 9.3%, Singleplayer 2.3%

  44. #44 Opening Up
    73% matchMixed58% of 12 reviews2020
    Dev: SM
    Windows

    A short story about explaining the unexplainable.

    Why similar: Adventure 41.9%, Walking Simulator 38.1%, Horror 20%

  45. #45 EW/WE
    72% matchVery Positive86% of 58 reviews2018
    Dev: Date/Time
    Windows

    EWWE – is just a dream. A bad dream in which you find yourself in captivity in your own room. A bad dream, which seems more like a reality sometimes.

    Why similar: Walking Simulator 41.4%, Horror 27.8%, Pixel Graphics 18.9%, Indie 11.9%

  46. #46 Sumigami
    69% match5 user reviews100% of 5 reviews2025
    Dev: kakukaku_works
    Windows

    Sumigami is a walking simulator set in a world of enigmatic creatures. Ranging from wholesome to horrific, each encounter pulls you deeper into a haunting journey with a unique visual style.

    Why similar: Walking Simulator 54.1%, Adventure 21.6%, Horror 19.8%, Indie 2.5%, Singleplayer 2%

  47. #47 御祝呪 -oshukuju-
    69% matchMostly Positive79% of 14 reviews2024
    Dev: TENJO GAMES
    Windows

    This is the story of curse and blessing hidden under a bloodline. Tamako wakes up to see an unfamiliar ceiling. She seeks an escape from the mansion, through traces of distorted feelings. “Novel-to-Experience” Adventure Horror.

    Why similar: Walking Simulator 56.3%, Horror 21.4%, Adventure 18%, Indie 2.3%, Singleplayer 2%

  48. #48 Onionisin
    70% matchNo user reviews
    Dev: Luma
    Windows

    "Onionisin” is a horror adventure game in which you must escape from a village where demons roam by solving various riddles.

    Why similar: Walking Simulator 41.8%, Horror 27.7%, Adventure 26.4%, Indie 2.3%, Singleplayer 1.8%

  49. #49 The Exit 8 VR
    68% matchVery Positive88% of 59 reviews2024
    Dev: MyDearest Inc.
    Windows

    The popular indie game “The Exit 8” is reborn and brought to virtual life as “The Exit 8 VR”! Experience the eerie and thrilling atmosphere of Japan's underground passageways, now with new anomalies!

    Why similar: Walking Simulator 43.6%, Adventure 25.1%, Horror 14.1%, Simulation 13%, Indie 2.2%

  50. #50 Hanako in the abandoned school
    70% matchPositive89% of 45 reviews2022
    Dev: IKA Games
    Windows

    This is a walking simulator game where the story takes place in an abandoned school.You must escape the curse of Hanako and escape alive.Explore the school and collect the materials left behind to uncover what once happened in this school and find a way to escape.

    Why similar: Walking Simulator 54.1%, Horror 21.9%, Adventure 20.3%, Indie 2.1%, Singleplayer 1.7%

  51. #51 Corpse of Discovery
    72% matchMixed65% of 186 reviews2015
    Dev: Phosphor Games
    Windows
    Median: 1.5 hrsMean: 7.0 hrs≥1hr: 54%

    A first-person Walking Simulator exploring the deeper meaning of family, life goals, and personal choices (with a bit of humor and old-school sci-fi homage mixed in) – set on beautiful and lonely alien worlds.

    Why similar: Walking Simulator 53.4%, Adventure 38.3%, Indie 8.3%

  52. #52 Lost Prototype
    67% matchPositive92% of 36 reviews2025
    Dev: Unsorted Games
    Windows

    Lost Prototype is a walking simulator in which you have to find your way out of a maze under construction. But be aware, you're not alone in this place. Something is following you and wants to erase all your progress.

    Why similar: Walking Simulator 51.2%, Horror 31%, Adventure 11.4%, Singleplayer 3.7%, Indie 2.7%

  53. #53 Strange Midnight
    70% match7 user reviews57% of 7 reviews2020
    Dev: Red Forest Games
    Windows

    The plot of the game will tell about the adventures of Alice, about her feelings for her grandfather.

    Why similar: Walking Simulator 48.5%, Adventure 27.5%, Horror 20.3%, Indie 2.2%, Singleplayer 1.5%

  54. #54 Ashentia Hauntings
    67% match1 user reviews0% of 1 reviews2026
    Dev: Anamik Majumdar
    Windows · Linux

    Ashentia Hauntings is a 2D top-down survival horror game based on the story of a paranormal enthusiast called Noah, who decided to investigate the various haunted locations of Ashentia, a place that is surrounded by hills and forests.

    Why similar: Walking Simulator 42.3%, Adventure 24.6%, Horror 18.8%, Pixel Graphics 11.7%, Indie 1.8%

  55. #55 Mayonaka 10 chome
    66% matchVery Positive93% of 67 reviews2024
    Dev: Zw Studio
    Windows

    Currently, in the town of Mayonaka, anomalous phenomena and terrifying apparitions have been witnessed. If you encounter them, never approach,Please turn left at this road. If there are no abnormalities, please turn right. Will you be able to safely navigate through the eternal road of terror?

    Why similar: Walking Simulator 51.1%, Horror 17.8%, Adventure 16.8%, Simulation 12.9%, Singleplayer 1.3%

  56. #56 ❌ M A N D A T O R Y ✅
    68% matchNo user reviews
    Dev: Appnormals Team
    Windows

    - - - - - - - Your participation is NOT OPTIONAL ❌🔒 Productivity is key. 💻 🌣 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - COMPLIANCE is required. 📝 ✅

    Why similar: Walking Simulator 49.6%, Adventure 28.4%, Horror 18.3%, Indie 2.2%, Singleplayer 1.5%

  57. #57 Exit Slum 11
    67% matchMixed60% of 30 reviews2024
    Dev: Playstige Interactive
    Windows

    Exit Slum 11 is an anomaly observation running simulator with an eerie atmosphere.

    Why similar: Walking Simulator 49.5%, Adventure 28.9%, Horror 21.6%

  58. #58 Perception
    69% matchMostly Positive73% of 626 reviews2017
    Dev: The Deep End Games
    Windows
    Median: 1.2 hrsMean: 3.6 hrs≥1hr: 52%

    An award-winning narrative thriller about a blind woman’s journey to uncover the truth about the mansion from her nightmares, or else become one of its victims.

    Why similar: Walking Simulator 41.2%, Horror 30.8%, Adventure 20%, Indie 5.4%, Singleplayer 2.6%

  59. #59 Elevator Zero
    66% matchVery Positive89% of 55 reviews2024
    Dev: Arvus Games
    Windows

    In Elevator Zero, a first-person exploration and puzzle game, you find yourself trapped in an otherworldly dimension. Escape is possible only through the elevator.

    Why similar: Walking Simulator 46.2%, Modern 32.4%, Horror 18%, Indie 1.9%, Singleplayer 1.4%

  60. #60 Fear The Unknown - Dave Story
    65% matchVery Positive83% of 239 reviews2025
    Dev: David Sofer
    Windows

    This story is one of the rare accounts we've managed to document a tale from the few who have encountered UFOs and lived to tell the tale. Dave considers himself lucky, and maybe you will be too, if you dare to face the unknown and survive.

    Why similar: Walking Simulator 43.7%, Adventure 25.2%, Horror 14.1%, Simulation 13.5%, Indie 2%

Based on tag similarity + player behavior
Loading graph...