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Games Like Eggplant

60+ similar titles based on shared tags and player behavior. Themes include Clicker, Free to Play, Singleplayer, Simulation.

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  1. #1 Melon
    97% matchMixed57% of 325 reviews2024
    Dev: Melontronic
    Windows

    Click the melon! Check out discord for more info and news.

    Why similar: Clicker 46.9%, Psychological Horror 19.6%, Simulation 12.7%, Horror 10.2%, 2D 7.5%

  2. #2 Broccoli
    96% matchMostly Negative36% of 84 reviews2024
    Dev: Amaren, Capu109Pub: Amaren
    Windows

    Broccoli is a clicker game, in this clicker game, you can click a Broccoli! When you click the Broccoli, you gain even more Broccoli! Every 3 hours you get dropped a broccoli! Every Broccoli is made by the community in the discord, come join us and lets make a great community, together!

    Why similar: Clicker 45%, Psychological Horror 21%, Simulation 17.3%, Horror 15.9%, Singleplayer 0.9%

  3. #3 Banana Girls
    96% matchMixed52% of 65 reviews2024
    Dev: Blue Game Devs
    Windows

    Banana meets girls. Banan-ify your girls by clicking on them. Make her go bananas. And sometimes (every 3 hours) you get a 100% certified banana girl to claim as your own. Grow your banana girl fruity harem!

    Why similar: Clicker 30.3%, Point & Click 21.3%, Psychological Horror 15.4%, Cartoony 10.7%, Anime 9.8%

  4. #4 Banana & Tomato
    95% matchMixed64% of 86 reviews2024
    Dev: Noex
    Windows

    Banana & Tomato is a fun clicker game! Click Banamatos, get and collect unique items, play minigames and get even more, click and level up for better rewards, change Banamato skins, earn rare achievements, and much more! Read the full description to learn about all the exciting features!

    Why similar: Clicker 41.3%, Point & Click 30.5%, Casual 10.1%, 2D 7.4%, Simulation 5.4%

  5. #5 Watermelon
    94% matchMostly Negative35% of 51 reviews2024
    Dev: TheSleepyKoala
    Windows · Linux

    Watermelon is a clicker game where you click on a watermelon to earn more watermelons! In Watermelon, your goal is to click the juicy fruit to expand your watermelon collection. Every 3 hours, a new watermelon will appear for you to add to your growing stash.

    Why similar: Point & Click 49.2%, Simulation 22.3%, 2D 11.7%, Casual 10.9%, Comedy 5%

  6. #6 Heart Clicker
    94% matchMixed68% of 166 reviews2024
    Dev: Vacantknight5Pub: Vacantknight Studios
    Windows

    Heart Clicker is a free-to-play clicker/idle game where you start with nothing and build your way up to a vast collection of hearts! Click to generate hearts, invest them in powerful upgrades, and watch your heart count soar.

    Why similar: Clicker 33.1%, Psychological Horror 18%, Point & Click 16.2%, Cartoony 14.3%, Memes 10.7%

  7. #7 Fish
    93% matchVery Positive81% of 346 reviews2024
    Dev: cooldev
    Windows

    you click fish to get fish.

    Why similar: Clicker 34%, Psychological Horror 21.3%, Point & Click 12.4%, Simulation 12%, Horror 11%

  8. #8 Honey Peach Clicker
    92% matchMixed52% of 124 reviews2024
    Dev: PeachBoy
    Windows

    Honey Peach Clicker is a Clicker game, which you can keep click the honey peach to Relieves stress. And also, Honey Peach Coin (HPC) will drop after a period of time while the game runing. HPC can be used to exchange special items to Enrich your community inventory collection!

    Why similar: Clicker 49.3%, Psychological Horror 23.8%, Simulation 18.5%, Casual 7.6%, Singleplayer 0.8%

  9. #9 Avocado
    91% matchMixed54% of 129 reviews2024
    Windows

    Avocado is a clicker game made with the next generation in green technology, in which you click an avocado! In Avocado you click the avocado to obtain even more avocados! Drop new and exciting avocados to trade with your friends! Come and enjoy yourself as a part of the Avocado gang!

    Why similar: Clicker 32%, Point & Click 28.2%, Dark Comedy 12.2%, Psychological Horror 9.8%, Simulation 9%

  10. #10 Dog
    91% matchMostly Negative39% of 101 reviews2024
    Dev: Dog
    Windows

    Dog is a clicker game, in which you click on Doge! In Dog, click on the Doge to get even more dog! Get a dog every two hours for a limited time!

    Why similar: Clicker 45%, Psychological Horror 18.6%, Simulation 12.9%, Horror 12.4%, 2D 6.9%

  11. #11 Banana & Cucumber
    89% matchMixed68% of 2,012 reviews2024
    Dev: cem99Pub: Bull Games
    Windows

    Banana & Cucumber is a clicker Game, in which you click a Banana & Cucumber! In Banana & Cucumber you click the Banana & Cucumber to gain even more Banana & Cucumber!

    Why similar: Clicker 87.2%, Casual 10.5%, Singleplayer 2.3%

  12. #12 Monsters
    90% matchMixed46% of 99 reviews2024
    Dev: Calquter Studio
    Windows

    Monster is a clicker game and you click a monster. After a few clicks you will get more monsters. The epic monsters are waiting for you. Do you want to catch them?

    Why similar: Clicker 37.2%, Psychological Horror 23.9%, Horror 16.8%, Anime 8.8%, 2D 5.1%

  13. #13 Anime Clicker
    89% matchMixed60% of 108 reviews2024
    Dev: Schunkie Games
    Windows

    Anime Clicker is a Cookie clicker Idle Game, in which you click Anime girls! Get a random anime girl item every 3 hours and grow your collection!

    Why similar: Point & Click 36.8%, Clicker 29%, Anime 17.9%, Casual 12.3%, Indie 2.7%

  14. #14 Greengrocer's
    88% matchMixed58% of 73 reviews2024
    Dev: Lizard Games Studio
    Windows · Mac · Linux

    Greengrocer's is a clicker game where you click vegetables! In Greengrocer's, you click vegetables to gain even more vegetables! For every 3 clicks, you get a new vegetable! You will also receive extra vegetables for the time you spend managing your Greengrocer's.

    Why similar: Clicker 27.7%, Point & Click 22.4%, Cartoony 13%, Psychological Horror 11.7%, Simulation 11.7%

  15. #15 Watermelon
    87% matchMixed59% of 73 reviews2024
    Dev: John Production
    Windows

    A simple game in the genre: "Find a pair"

    Why similar: Clicker 51.1%, Point & Click 29.7%, Casual 9%, 2D 7.1%, Indie 2.2%

  16. #16 Tapple - Idle Clicker
    85% matchMixed69% of 735 reviews2024
    Dev: Zeeno
    Windows · Mac · Linux

    Welcome to Tapple, the idle clicker game where every tap brings you closer to an ever-growing collection of Tapples. Build your empire one tap at a time, discover unique Tapple drops, and AFK all you want!

    Why similar: Clicker 34.9%, Point & Click 23.3%, Anime 11.4%, Simulation 10.5%, Psychological Horror 8.4%

  17. #17 Watermelon
    86% matchMostly Negative30% of 63 reviews2024
    Dev: artem749
    Windows

    Watermelon is a clicker Game, in which you click a watermelon!

    Why similar: Clicker 34.3%, Point & Click 31.2%, Simulation 25.9%, 2D 5.6%, Indie 2.4%

  18. #18 THE BUTTON by Elendow
    84% matchVery Positive93% of 3,218 reviews2023
    Dev: Elendow
    Windows · Linux

    Every time you press the button you get 1 point. Every time you press the button your odds to lose all your points increases by 1%. Good luck.

    Why similar: Clicker 37.3%, Psychological Horror 22.1%, Point & Click 18.1%, Simulation 6.6%, Horror 5.8%

  19. #19 Banana
    82% matchVery Positive82% of 95,477 reviews2024
    Dev: Sky
    Windows · Linux
    Median: 3.0 hrsMean: 54.5 hrs≥1hr: 68%

    Banana is a clicker Game, in which you click a Banana! In Banana you click the Banana to gain even more Bananas! Every 3 hours, you get dropped a banana. Each banana is also made by the community in discord. Come hang out with us and let's grow into something awesome !

    Why similar: Clicker 56%, Anime 15.6%, Simulation 13%, 2D 8%, Casual 5.8%

  20. #20 Forget Me Not: My Organic Garden
    86% matchVery Positive84% of 436 reviews2015
    Dev: CAVYHOUSEPub: PLAYISM
    Windows · Mac
    Median: 4.0 hrsMean: 7.1 hrs≥1hr: 91%

    “Master, Master! I did it!!” "I can hear you, no need to shout! Oh, my! This is a rather firm Kidney." My Organic Garden is an avant-garde organ-clicking game. Whether it’s to get Master’s praise, or to please the customer, click away and ship those organs!

    Why similar: Clicker 36.4%, Simulation 20%, Anime 14.9%, Point & Click 11.5%, Indie 5.8%

  21. #21 Box Clicker
    84% matchMixed58% of 151 reviews2024
    Dev: NipoBoxPub: NipoBox Publishing
    Windows

    📦 Box Clicker is a game in which you break Boxes to get more Boxes. And that's just the beginning!

    Why similar: Clicker 32.8%, Anime 22.1%, Simulation 17.7%, Psychological Horror 14.8%, Casual 7.6%

  22. #22 Banana-Shaped
    83% matchMostly Negative36% of 56 reviews2024
    Dev: SeluGames
    Windows

    Banana-Shape is a clicker Game, in which you click on the banana shape!Win random banana shapes and grow your collection! Come hang out with us and let's become the kings of banana shapes!

    Why similar: Clicker 42.8%, Point & Click 25.7%, Cartoony 13%, Casual 9.9%, 2D 5.2%

  23. #23 WEEB
    82% matchMixed49% of 77 reviews2024
    Dev: Team Dunplar
    Windows

    WEEB is a Anime Clicker game where you will gather new friends to your collection.

    Why similar: Clicker 41.1%, Anime 20.2%, Point & Click 19.4%, Simulation 11%, Casual 5.1%

  24. #24 Bananametr
    81% matchMixed53% of 141 reviews2024
    Dev: Banana Master
    Windows

    Bananametr is a clicker game where you click on a banana! In Bananametr, you click on a banana to get a bigger banana and compare it with a friend's banana!!

    Why similar: Clicker 44.9%, Point & Click 33.3%, Casual 10.7%, 2D 7.9%, Comedy 2.8%

  25. #25 Pickle
    81% matchMixed60% of 104 reviews2024
    Dev: Lepick
    Windows

    Its a Pickle clicker game... Simple as that

    Why similar: Clicker 40.2%, Point & Click 34.1%, Casual 12.8%, 2D 6.2%, Comedy 3.6%

  26. #26 Clothing Clicker
    80% matchMixed52% of 84 reviews2024
    Dev: cem99Pub: online99
    Windows

    Clothing is a clicker Game, in which you click a Clothing! In Clothing you click the Clothing to gain even more Clothings! Every 1 and 18 hours, you get dropped a clothing. Each clothings is also made by the community in discord. Come hang out with us and let's grow into something awesome !

    Why similar: Clicker 43.8%, Point & Click 33%, Casual 11.7%, 2D 7.9%, Indie 2.5%

  27. #27 Cats
    77% matchMostly Positive78% of 4,512 reviews2024
    Dev: 100 Cozy Games
    Windows
    Median: 1.7 hrsMean: 56.8 hrs≥1hr: 57%

    Cats — and that says it all. Interactive cat clicker. Click on cats for new cats. That's all, really.

    Why similar: Clicker 38.2%, Psychological Horror 21.4%, Anime 13.3%, Horror 12.9%, Simulation 8.6%

  28. #28 Raspberry
    79% matchMixed50% of 114 reviews2024
    Dev: andrew
    Windows

    Raspberry is a simple and fun way to collect and trade raspberries with others. Most importantly to declare war on the evil banana's!

    Why similar: Clicker 38.4%, Point & Click 29%, Cartoony 13.1%, Casual 9.8%, 2D 7%

  29. #29 MUG 🍺
    79% matchMixed66% of 143 reviews2024
    Dev: Big Hands Game
    Windows
    Median: 13.8 hrsMean: 12.1 hrs≥1hr: 80%

    Mug is a clicker game where you fill a mug.

    Why similar: Clicker 37.7%, Psychological Horror 23.6%, Horror 18.8%, Simulation 8.4%, 2D 5.7%

  30. #30 Cat
    78% matchVery Positive82% of 333 reviews2024
    Dev: Szanny
    Windows

    Cat is a fun little clicker game where you can rest and click some cats. You can earn 2 drops to your steam inventory every 8h and gain 33 achievements.

    Why similar: Clicker 34.7%, Point & Click 25.7%, Simulation 19.2%, Casual 8.8%, Horror 6.3%

  31. #31 Potato
    78% matchMixed59% of 118 reviews2024
    Dev: Alchemist Game Studios LLC
    Windows · Mac · Linux

    Potato is a clicker game. There are dozens of different kinds of potatoes that you will get every time you click on the potato! You can expand your collection by collecting these potatoes. You can also trade them with your friends or other players in the community.

    Why similar: Clicker 60.8%, Casual 16.3%, Simulation 9.8%, 2D 9.2%, Indie 3.1%

  32. #32 Eggman
    76% matchVery Positive84% of 79 reviews2025
    Dev: Darmine Digital
    Windows · Linux

    FEED EGGS. Drag eggs from your basket and feed them to Eggman. Keep feeding him until… well, no one's gotten there before. Could it be you?

    Why similar: Clicker 39.2%, Point & Click 31.3%, Casual 11.1%, 2D 7.1%, Comedy 6.1%

  33. #33 Cum Clicker
    77% matchVery Positive88% of 92 reviews2023
    Dev: SPRITE!!
    Windows

    Do you ever fantasize about having a lot of cum? Yes? Well this is your chance! Click cum, collect cum, upgrade cum. Be patient and you will have all the cum you can ever ask for!

    Why similar: Clicker 30.3%, Point & Click 24.3%, Cartoony 13.7%, Simulation 13%, 2D 5.6%

  34. #34 Burger
    75% matchVery Positive80% of 1,930 reviews2024
    Dev: Galactic Workshop
    Windows
    Median: 1.1 hrsMean: 35.4 hrs≥1hr: 52%

    🍔 Burger is a clicker cooking game where you just click to make burgers — more and more burgers! Thinking about pizza 🍕 or eggs 🥚? Think again, because it's all about burgers! 🍔✨

    Why similar: Clicker 38.3%, Psychological Horror 27.6%, Horror 12.4%, Simulation 8.5%, Anime 4.1%

  35. #35 Pickle Clicker
    75% matchVery Positive88% of 1,241 reviews2022
    Dev: Shard
    Windows

    Click pickle, get pickle, spend pickle, get more pickle, and most importantly... Protect pickle from sneaky Poglins!

    Why similar: Clicker 70.9%, 2D 12.3%, Casual 8.7%, Indie 6%, Singleplayer 2.1%

  36. #36 Eggz - Collectible Eggs Clicker
    76% matchMixed44% of 78 reviews2024
    Dev: Cervinz
    Windows · Mac

    Click on the Egg: after 100 clicks, the egg will crack open, and you'll unlock a unique skin. Collect all the skins and become the master of eggs! Unlock legendary skins and enrich your collection!

    Why similar: Clicker 61.5%, Simulation 15.3%, Casual 14.9%, 2D 6.9%, Singleplayer 1.4%

  37. #37 Click Me Harder
    74% matchMixed60% of 55 reviews2025
    Dev: Tegridy Made Games
    Windows

    Click anime girls, get money, spend it to get more anime girls.

    Why similar: Point & Click 37.3%, Simulation 22.9%, Anime 18.2%, Casual 9.9%, Memes 9.7%

  38. #38 Ducks
    74% matchMixed54% of 168 reviews2024
    Dev: The Duck Company
    Windows

    Enter the universe of NFDs (Non-Fungible Ducks)! Click the duck and earn more ducks. Collect as many limited edition and rare ducks as you can!

    Why similar: Clicker 35.7%, Point & Click 23.9%, Psychological Horror 14.4%, Horror 11.2%, Simulation 7.9%

  39. #39 GuiGui
    73% matchMixed63% of 59 reviews2024
    Dev: Indion
    Windows

    GuiGui is a clicker game where you click on a cute character named GuiGui! Every 3 hours, you get a random character item from the GuiGui universe. Each item is an original creation by the renowned Korean webtoon artist and oil painter, GuiGui(귀귀). Join us and be part of something fantastic!

    Why similar: Clicker 28.8%, Point & Click 22.4%, Simulation 19.6%, Cartoony 11.1%, Casual 7.6%

  40. #40 Apple Clicker
    73% matchMixed49% of 98 reviews2024
    Dev: SharpMustDie
    Windows · Linux

    Easy clicker game for apple enjoyers!

    Why similar: Clicker 46%, Simulation 25.2%, Casual 11.8%, 2D 11.7%, Indie 3.7%

  41. #41 POOP
    72% matchMixed57% of 146 reviews2024
    Dev: Poop's
    Windows · Linux

    POOP is a funny clicker game. Earn new poops by playing this game and display them on your profile to become the POOPKING!. You can get unique new POOPs by clicking on the POOPs. Get a random POOP every 3 and 12 hours and grow unique POOPs.

    Why similar: Clicker 44.6%, Psychological Horror 23.4%, Anime 13.9%, Simulation 11.9%, Casual 5.3%

  42. #42 Coin
    71% matchMixed65% of 421 reviews2024
    Dev: BlueScreen
    Windows

    Coin is a clicker game where you have to click cryptocoins! Every 3 and 18 hours you get a unique coin! The game have over 75 unique coins!

    Why similar: Clicker 33.1%, Psychological Horror 19.9%, Anime 16.1%, Horror 14.4%, Simulation 11.4%

  43. #43 Banana Gine
    73% matchMostly Negative38% of 105 reviews2024
    Dev: Banagine Studios
    Windows

    Banagine is a clicker game. There is a banana and there is an aubergine. So, this is a Banagine. Click to Banagine and count more Banagine. Because everyone loves Banagine!

    Why similar: Clicker 40.8%, Simulation 19.2%, Psychological Horror 12.5%, Horror 10.9%, Casual 8.3%

  44. #44 DOG
    72% matchMixed55% of 91 reviews2024
    Dev: JonPub: Jon & Aki
    Windows

    DOG - click on dog. Give him a hat. Get him a toy. Such happy.

    Why similar: Clicker 33.9%, Psychological Horror 23.3%, Horror 15.2%, Simulation 13.9%, Anime 11.6%

  45. #45 Shrimp
    71% matchMixed69% of 296 reviews2024
    Dev: VuVuu
    Windows

    Click Shrimp, get more shrimp, shrimp.

    Why similar: Clicker 55.2%, Simulation 18.9%, Casual 13.3%, 2D 8.8%, Indie 2.8%

  46. #46 Oh, honey! Anime clicker!
    71% matchMixed46% of 54 reviews2024
    Dev: vladkversecore
    Windows

    Welcome to Oh, Honey! Anime Clicker!, a simple clicker game set in a delightful anime-style! In this game, you'll tap to accumulate points.

    Why similar: Clicker 55.4%, Anime 27%, Casual 13.6%, Indie 2.9%, Singleplayer 1.2%

  47. #47 Pug'llector
    70% matchMixed61% of 80 reviews2024
    Dev: Boreal View Studio
    Windows

    Pug'llector is a clicker game where you can invest into various upgrades, buy backgrounds and all about collecting a diversity of pugs, you'll get pugs while you play. Become a Pug'llector yourself.

    Why similar: Clicker 36.6%, Point & Click 23.3%, Anime 13.9%, Simulation 13.6%, 2D 7.6%

  48. #48 Chicken
    70% matchMixed66% of 82 reviews2024
    Dev: Flavorless Art
    Windows

    Chicken is a clicker game, in which you click a Chicken! You click the Chicken to gain even more Chickens! Every 3 hour, random chicken drops. A community that's Chickens. All our Chickens are made with community effort and inspiration, come join the fun!

    Why similar: Clicker 32.2%, Point & Click 28.4%, Simulation 14.8%, Anime 13%, Casual 6.2%

  49. #49 Just Pizza
    70% matchMixed59% of 103 reviews2024
    Dev: N3mE
    Windows · Linux

    Welcome to Just Pizza, a game that turns your love for pizza into an exciting and rewarding experience! This game is all about clicking on a pizza to earn more pizzas. The more you click, the more pizzas you get. It’s as simple and fun as that!

    Why similar: Point & Click 31.5%, Simulation 24.5%, Clicker 23.9%, Casual 11.3%, 2D 7.8%

  50. #50 Pizza Clicker
    69% matchMixed61% of 120 reviews2024
    Dev: Bazura Games
    Windows

    PIZZA CLICKER. You get dropped a pizza every 2 hours 5 times per day. Your chance to try every kind of pizza in the world and share it with friends!

    Why similar: Clicker 32.9%, Point & Click 26.1%, Cartoony 16.5%, Simulation 12.2%, 2D 6.3%

  51. #51 Cock
    69% matchMixed65% of 197 reviews2024
    Dev: badoge
    Windows

    Do you like Cocks and clicking? then this game is just for you! Click to make your cock bigger and earn new cocks every couple hours by playing.

    Why similar: Clicker 56%, Point & Click 19.1%, Memes 10.4%, Casual 8.8%, 2D 4.7%

  52. #52 Egg
    66% matchVery Positive86% of 13,007 reviews2024
    Dev: blevsoft
    Windows

    egg

    Why similar: Psychological Horror 71.5%, Simulation 14.3%, 2D 8.1%, Casual 6%

  53. #53 Berry Bury Berry
    63% matchOverwhelmingly Positive99% of 5,029 reviews2026
    Dev: Get(Color) Games
    Windows
    Median: 6.5 hrsMean: 6.8 hrs≥1hr: 91%

    A juicy first-person incremental game about growing berries and tossing them down an ominous hole. Earn money and upgrades. Make new friends with sentient berry pals. Grow and control the hole as you unearth why nobody leaves this accursed garden. Bury it all, Berry everything.

    Why similar: Clicker 48.9%, Psychological Horror 39.8%, Casual 6.3%, Indie 3.4%, Singleplayer 1.6%

  54. #54 Car Clicker
    69% matchMostly Negative36% of 92 reviews2024
    Dev: cem99Pub: online99
    Windows

    Car Clicker is a clicker Game, in which you click a Car! In Car you click the Car to gain even more Cars! Every 1 and 18 hours, you get dropped a car. Each cars is also made by the community in discord. Come hang out with us and let's grow into something awesome !

    Why similar: Clicker 38.8%, Point & Click 38.1%, Casual 13%, 2D 6.7%, Indie 2.6%

  55. #55 VHS
    67% matchVery Positive81% of 623 reviews2024
    Dev: RewindApp
    Windows

    VHS, the most retro and nostalgic Idle game!

    Why similar: Clicker 33.1%, Point & Click 18.9%, Simulation 18.4%, Anime 9.9%, Casual 8.5%

  56. #56 Pumpkin Simulator
    66% matchMostly Positive80% of 79 reviews2025
    Dev: Dynamic Games
    Windows

    Pumpkin Simulator is a game in which you can become a pumpkin.

    Why similar: Psychological Horror 43.6%, Simulation 35.9%, Casual 14.2%, Indie 4.9%, Singleplayer 1.4%

  57. #57 Idle Plant Game
    68% matchMixed53% of 99 reviews2023
    Dev: FootoftheHare
    Windows

    Idle Plant Game, an idle and offline progress or clicker plant simulation!

    Why similar: Clicker 55.5%, Point & Click 20.1%, Simulation 16.4%, Casual 7.2%, Singleplayer 0.8%

  58. #58 Dogs
    68% matchMixed43% of 74 reviews2024
    Dev: BlueScreen
    Windows

    Dogs is a clicker game where you have to pet and feed the doggies! Get a random bone or doggie every 3 and 18 hours <3

    Why similar: Clicker 34.3%, Psychological Horror 21.5%, Horror 14.7%, Anime 14.6%, Simulation 11.4%

  59. #59 Coconut
    67% matchMixed53% of 155 reviews2024
    Dev: Mr_IO
    Windows

    Idle clicker with periodic free skin rolls that can be used in-game and traded.

    Why similar: Clicker 40.8%, Memes 20.1%, Point & Click 16.9%, Simulation 13.3%, 2D 5.3%

  60. #60 Fruits
    68% matchMixed46% of 80 reviews2024
    Dev: Studio Gygax
    Windows

    You get a fruit every fixed hours of game time, each fruit is different it ranges from rarity, fruit and a multiplier to your basket clicking. You can also chop any unwanted fruit into fruit bits and use those to craft another fruit Each fruits and bits can be traded and sold.

    Why similar: Clicker 54.6%, Memes 13.9%, Simulation 12.8%, 2D 9.1%, Casual 5.7%

Based on tag similarity + player behavior
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