Nodal

Games Like AI Learns To Drive

60+ similar titles based on shared tags and player behavior. Themes include Simulation, Sandbox, Education, Singleplayer.

AI Learns To Drive header art

Train AI to drive! Create your own neural network and watch it evolve from chaos to mastery with the power of evolutionary algorithms and natural selection. Fine-tune the learning process to craft the ultimate AI driver, and test your creation in campaign challenges or on custom-built tracks.

Reviews: Very Positive — 95% — of 199 reviews
Released: 2026-08-20
Developer: ActivationFunction
Genres: Indie, Racing, Simulation
Platforms: Windows

Overview

AI Learns To Drive is a unique intersection of evolutionary algorithms, machine learning, and sandbox engineering that challenges players to teach autonomous agents through trial and error. These recommendations focus on games that emphasize programming, logic-based automation, and evolutionary simulations, allowing you to build, code, and observe complex systems as they evolve or function under your design.

Similar Games

View all 58 recommendations
  1. #1 The Bibites: Digital Life
    97% matchVery Positive96% of 245 reviews2025
    Dev: Omnia Studios
    Windows · Mac · Linux

    Explore real digital life in The Bibites! Play god by guiding your bibites on their evolutionary journey or engineer your own. Analyze their Neural Network brains and genetic information as they adapt to their environments. Save your favorites and test their strength in Challenge Mode!

    Why similar: Artificial Intelligence 21.9%, Programming 21.6%, Education 15.9%, Level Editor 14.2%, Sandbox 11.8%

    Why You'll Like It: Features complex evolutionary algorithms that allow digital life forms to develop behaviors and traits over generations.

  2. #2 while True: learn()
    96% matchVery Positive91% of 8,171 reviews2019
    Dev: Luden.io
    Windows · Mac · Linux
    Median: 3.0 hrsMean: 6.0 hrs≥1hr: 80%

    You’re a machine learning specialist who makes neural networks but your cat seems to be better at it. Now you must solve puzzles to build a cat-to-human translation system (who knows what else this cat is capable of!). Earn a fortune, buy kickass cat outfits, learn how machine learning really works!

    Why similar: Programming 54.6%, Education 26.7%, Sandbox 9.7%, Simulation 8%, Indie 0.9%

    Why You'll Like It: A puzzle game that introduces the fundamental concepts of machine learning and neural networks in an accessible way.

  3. #3 GLADIABOTS - AI Combat Arena
    96% matchVery Positive89% of 900 reviews2019
    Dev: GFX47
    Windows · Mac · Linux
    Median: 1.2 hrsMean: 6.9 hrs≥1hr: 56%

    Assemble your robot squad, construct their AI and send them in the battle arena to see your strategy play out. Iterate, improve and repeat until you outsmart all your opponents and friends online.

    Why similar: Artificial Intelligence 69.5%, Programming 22.4%, Simulation 2.8%, Education 2.6%, Singleplayer 2.2%

    Why You'll Like It: Requires you to program the AI of your robot squad to handle combat scenarios autonomously without direct control.

  4. #4 Turing Complete
    94% matchOverwhelmingly Positive96% of 5,587 reviews2021
    Dev: LevelHead
    Windows · Mac · Linux
    Median: 3.7 hrsMean: 12.7 hrs≥1hr: 78%

    Learn CPU architecture with puzzles

    Why similar: Programming 35.7%, Hacking 24.6%, Education 17.4%, Sandbox 12.8%, Simulation 7.2%

    Why You'll Like It: Teaches the fundamentals of computer architecture and logic gates, perfect for those interested in the underlying mechanics of AI.

  5. #5 Species: Artificial Life, Real Evolution
    95% matchMostly Positive74% of 1,004 reviews2018
    Dev: Quasar
    Windows · Mac · Linux
    Median: 2.3 hrsMean: 8.4 hrs≥1hr: 63%

    Play with evolution! Species: ALRE is a scientifically-grounded, emergent simulation of natural selection. Creatures evolve and speciate in response to in-game mutation and selection forces, allowing you to experience and tinker with evolution in real-time.

    Why similar: God Game 39.1%, Sandbox 30%, Simulation 15%, Education 9.2%, Management 4.5%

    Why You'll Like It: A deep simulation of natural selection and evolution where you observe how species adapt to their environment over time.

  6. #6 JOY OF PROGRAMMING - Software Engineering Simulator
    94% matchMostly Positive77% of 389 reviews2025
    Dev: Prof. SchererPub: PlayWay S.A.
    Windows
    Median: 54 minMean: 1.8 hrs≥1hr: 40%

    Use real Python code to automate machines, robots, drones and more: Program self-driving vehicles; crack passwords; apply machine learning; automate logistics; use image processing to guide missiles. Gain real coding skills and solve exciting bite-sized programming challenges.

    Why similar: Programming 33.8%, Hacking 24.5%, Education 20.9%, Level Editor 10.9%, Simulation 5.4%

    Why You'll Like It: Offers a sandbox environment to practice programming and automation logic to solve complex engineering tasks.

  7. #7 Automation - The Car Company Tycoon Game
    92% matchVery Positive94% of 17,866 reviews2015
    Dev: Camshaft Software Ltd
    Windows
    Median: 9.7 hrsMean: 53.8 hrs≥1hr: 89%

    Make your dream cars a reality with Automation’s unparalleled car and engine design tools. Gain a competitive edge through smart engineering and business decisions to help you build an automotive empire. Will you become an industry leader, or just a footnote in automotive history?

    Why similar: Automobile Sim 21.6%, Sandbox 19%, Education 16.9%, Management 15%, Racing 13.7%

    Why You'll Like It: Provides an incredibly detailed sandbox for designing engines and car bodies from the ground up.

  8. #8 Intelligent Design: An Evolutionary Sandbox
    93% matchMixed45% of 149 reviews2017
    Dev: Pill Bug Interactive
    Windows · Mac · Linux
    Median: 24 minMean: 3.1 hrs≥1hr: 27%

    Polygons eating polygons eating polygons. An evolution sandbox where the genetics really are simulated. Seed a world, walk away, and come back to species neither of us designed. Watch populations boom, bust and go extinct. Best left on a second monitor.

    Why similar: God Game 29.7%, Artificial Intelligence 24.5%, Education 19.6%, Sandbox 17.2%, Simulation 7.6%

    Why You'll Like It: Focuses on managing an ecosystem where you influence the evolution of creatures to survive in a harsh environment.

  9. #9 Dream Car Builder
    91% matchVery Positive93% of 1,079 reviews2018
    Dev: RoKo0 (Roman Konyukhov)
    Windows
    Median: 3.9 hrsMean: 7.4 hrs≥1hr: 75%

    Design your car from scratch: from the frame to the suspension and race it!

    Why similar: Automobile Sim 26.3%, Racing 22.2%, Sandbox 21.9%, Driving 18.7%, Simulation 9.5%

    Why You'll Like It: Focuses on the mechanical engineering and physics of car design, allowing you to test your creations on various tracks.

  10. #10 Autonauts
    91% matchVery Positive90% of 4,956 reviews2019
    Dev: DenkiPub: Curve Games
    Windows
    Median: 4.6 hrsMean: 13.9 hrs≥1hr: 86%

    In Autonauts you must build, create, and automate. Start by establishing a colony, crafting bots and teaching them via Scratch-style programming to build an ever evolving autonomous paradise of agriculture, industry and enlightenment.

    Why similar: Programming 64.4%, Sandbox 14.6%, Simulation 11.9%, Management 6.6%, Indie 2.1%

    Why You'll Like It: Combines programming and automation as you teach robots to perform repetitive tasks to build a thriving colony.

  11. #11 ABI-DOS
    89% matchVery Positive92% of 434 reviews2024
    Dev: ABI.DOS.SOFTWARE
    Windows

    Build the most advanced operating system ever created! Can you master the fictional simulation language of this mind-bending machine? Design circuits, automate UBITS (coloured mobile data blocks), and optimize your system. The Admin is always watching, and he’s not what he seems.

    Why similar: Programming 36.4%, Hacking 24.2%, Education 16.7%, Sandbox 12.2%, Simulation 6.8%

    Why You'll Like It: A challenging programming game that focuses on automation and logic puzzles within a simulated computing environment.

  12. #12 Main Assembly
    90% matchVery Positive83% of 1,351 reviews2021
    Dev: Bad Yolk GamesPub: Team17
    Windows
    Median: 54 minMean: 7.0 hrs≥1hr: 49%

    You’re the designer, engineer and architect if you can imagine it you can create it! Construct robots of any shape or size from eight-legged spider bots to eerie UFO contraptions.

    Why similar: Programming 30.5%, Artificial Intelligence 24%, Education 16.3%, Sandbox 14.9%, Management 7%

    Why You'll Like It: A robotics building game that features a powerful logic system for controlling your creations through custom programming.

  13. #13 Retro Gadgets
    89% matchVery Positive90% of 521 reviews2022
    Dev: Licorice ehf
    Windows
    Median: 42 minMean: 62.3 hrs≥1hr: 46%

    Retro Gadgets is a sandbox where you build, code, and customize gadgets inspired by old-school electronics.

    Why similar: Programming 27.8%, Education 26.6%, Hacking 19.8%, Sandbox 13.8%, Simulation 7.1%

    Why You'll Like It: Allows you to build and program your own interactive gadgets using a visual programming interface.

  14. #14 Virtual Circuit Board
    88% matchVery Positive92% of 318 reviews2023
    Dev: Reverie Foundry
    Windows · Linux
    Median: 1.5 hrsMean: 20.8 hrs≥1hr: 54%

    Virtual Circuit Board is the sandbox drawing-based logic simulator where you can build, program, decorate, and simulate anything from simple monochrome circuits to complex and colorful computers. Play with digital logic in this sandbox-only experience.

    Why similar: Programming 33.5%, Hacking 26.2%, Education 20.4%, Sandbox 12.4%, Simulation 6.1%

    Why You'll Like It: A sandbox simulation that lets you build and experiment with complex electronic circuits and logic systems.

  15. #15 Besiege
    87% matchOverwhelmingly Positive95% of 53,170 reviews2020
    Dev: Spiderling Studios
    Windows · Mac · Linux
    Median: 2.4 hrsMean: 18.7 hrs≥1hr: 71%

    Besiege is a physics building game about constructing medieval machines to annihilate armies, obliterate castles and overcome challenging obstacles. Conquer the campaign or skirmish with friends in Multiplayer!

    Why similar: Level Editor 50.7%, Sandbox 34.7%, Simulation 14.7%

    Why You'll Like It: Uses physics-based building and logic blocks to create machines that must solve complex challenges through trial and error.

  16. #16 ANLIFE: Motion-Learning Life Evolution
    86% matchVery Positive86% of 162 reviews2026
    Dev: Attructure Inc.
    Windows

    A relaxing evolution simulation where AI-driven block creatures move in unexpected ways. There are no complex ecosystems—just pure movement learning through a physics engine. Watch as these creatures scurry, stumble, and evolve in their own unique, unpredictable ways.

    Why similar: God Game 29.6%, Artificial Intelligence 24.7%, Idler 19%, Sandbox 14.7%, Management 6.1%

    Why You'll Like It: Focuses on the evolution of movement and behavior in simulated life forms through neural network training.

  17. #17 Ages of Conflict: World War Simulator
    86% matchOverwhelmingly Positive96% of 9,014 reviews2023
    Dev: JoySpark Games
    Windows · Mac · Linux
    Median: 3.6 hrsMean: 15.8 hrs≥1hr: 73%

    Ages of Conflict is a versatile Map Simulation game where you create and observe custom AI nations battle it out across an infinite number of worlds. Paint beautiful maps and scenarios, and command nations to change history into your liking!

    Why similar: God Game 22.8%, Artificial Intelligence 20.4%, Level Editor 18.9%, Idler 14.6%, Sandbox 13.1%

    Why You'll Like It: A sandbox simulation that allows you to observe how autonomous nations interact and evolve through conflict.

  18. #18 Screeps: World
    85% matchVery Positive86% of 2,089 reviews2016
    Dev: Screeps, LLC
    Windows · Mac · Linux
    Median: 4.7 hrsMean: 52.0 hrs≥1hr: 75%

    Screeps: World is an open source MMO strategy sandbox game for programming enthusiasts. You control your colony by writing JavaScript code that operates 24/7 in the huge persistent online open world.

    Why similar: Programming 31.3%, Hacking 26.6%, Artificial Intelligence 23.8%, Sandbox 13.4%, Simulation 4.9%

    Why You'll Like It: An MMO strategy game where you must write real JavaScript code to control your units and automate your empire.

  19. #19 Logic World
    84% matchVery Positive94% of 367 reviews2021
    Dev: Mouse Hat Games
    Windows · Mac · Linux

    Invent a new computer! Logic World is a first-person sandbox simulation game that's all about digital logic. Play alone or with friends, design unique machines, build up layers of complexity, and experience the joy of circuits!

    Why similar: Programming 34.2%, Hacking 26.3%, Education 20.3%, Sandbox 13.3%, Simulation 5.9%

    Why You'll Like It: A sandbox game centered on building functional digital logic circuits that can perform complex computations.

  20. #20 Space Simulation Toolkit
    84% matchVery Positive81% of 521 reviews2020
    Dev: Pavel Kudinov
    Windows

    Physics sandbox game that uses a graphics card as a supercomputer. Change the laws of physics, design mechanisms, create A-Life worlds and inhabit them with living beings, experiment with evolution and AI.

    Why similar: Artificial Intelligence 31.2%, Sandbox 26.9%, Education 20.8%, Simulation 14.8%, 2D 3.3%

    Why You'll Like It: Provides a sandbox for testing physics and orbital mechanics, allowing for complex automated flight paths.

  21. #21 TIS-100
    83% matchOverwhelmingly Positive97% of 4,104 reviews2015
    Dev: Zachtronics
    Windows · Mac · Linux
    Median: 1.2 hrsMean: 6.2 hrs≥1hr: 52%

    TIS-100 is an open-ended programming game by Zachtronics, the creators of SpaceChem and Infinifactory, in which you rewrite corrupted code segments to repair the TIS-100 and unlock its secrets. It’s the assembly language programming game you never asked for!

    Why similar: Programming 68.4%, Hacking 18.6%, Education 6.6%, Simulation 4.7%, Indie 1%

    Why You'll Like It: A hardcore programming puzzle game that forces you to write assembly code to repair a corrupted computer system.

  22. #22 EXAPUNKS
    82% matchVery Positive95% of 1,887 reviews2018
    Dev: Zachtronics
    Windows · Mac · Linux
    Median: 2.1 hrsMean: 12.0 hrs≥1hr: 58%

    The year is 1997. You used to be a hacker, but now you have the phage. You made a deal: one hack, one dose. There’s nothing left to lose… except your life.

    Why similar: Programming 52.9%, Hacking 35.1%, Sandbox 5.1%, Simulation 5.1%, Indie 1.1%

    Why You'll Like It: Challenges you to write programs to hack systems and manipulate data in a gritty, cyberpunk setting.

  23. #23 The Sapling
    82% matchVery Positive89% of 1,980 reviews2019
    Dev: Wessel Stoop
    Windows · Linux
    Median: 4.0 hrsMean: 12.0 hrs≥1hr: 89%

    The Sapling is a short simulation game where you design your own plants and animals, and put them in a world together. Or you turn on random mutations, and see what evolution does to your ecosystem!

    Why similar: God Game 31.4%, Artificial Intelligence 27.4%, Sandbox 18.1%, Education 15.6%, Simulation 6.2%

    Why You'll Like It: A life simulation game where you design an ecosystem and watch how your creatures evolve over millions of years.

  24. #24 Human Resource Machine
    81% matchVery Positive94% of 4,684 reviews2015
    Dev: Tomorrow Corporation
    Windows · Mac · Linux
    Median: 3.0 hrsMean: 6.2 hrs≥1hr: 84%

    Program little office workers to solve puzzles. Be a good employee! The machines are coming... for your job. From the creators of World of Goo and Little Inferno.

    Why similar: Programming 68.9%, Education 20.1%, Simulation 5.5%, Sandbox 2.7%, Indie 1.7%

    Why You'll Like It: A visual programming game that teaches the basics of logic and flow control through office-themed puzzles.

  25. #25 Bitburner
    79% matchVery Positive95% of 7,363 reviews2021
    Dev: Fulcrum Games
    Windows · Mac · Linux

    Bitburner is a programming-based incremental game. Write scripts in JavaScript to automate gameplay, learn skills, play minigames, solve puzzles, and more in this cyberpunk text-based incremental RPG.

    Why similar: Programming 44.3%, Hacking 25.9%, Idler 16.1%, Education 5.7%, Sandbox 4%

    Why You'll Like It: A text-based programming game where you write scripts to automate hacking and resource management.

  26. #26 7 Billion Humans
    81% matchVery Positive94% of 2,127 reviews2018
    Dev: Tomorrow Corporation
    Windows · Mac · Linux
    Median: 3.4 hrsMean: 11.5 hrs≥1hr: 82%

    Automate swarms of office workers to solve puzzles inside your very own parallel computer made of people. A thrilling followup to the award winning Human Resource Machine. Now with more humans!

    Why similar: Programming 73.7%, Education 16.3%, Simulation 7.3%, Indie 1.7%, Singleplayer 1%

    Why You'll Like It: Expands on logic-based programming by having you control multiple workers simultaneously to solve complex tasks.

  27. #27 SHENZHEN I/O
    80% matchVery Positive95% of 4,504 reviews2016
    Dev: Zachtronics
    Windows · Mac · Linux
    Median: 2.1 hrsMean: 11.7 hrs≥1hr: 61%

    BUILD CIRCUITS. WRITE CODE. RTFM.

    Why similar: Programming 71.3%, Education 12.7%, Simulation 5.5%, Hacking 4.5%, Sandbox 4.1%

    Why You'll Like It: A technical simulation that tasks you with building circuits and writing code to meet specific hardware requirements.

  28. #28 Poly Bridge 3
    78% matchOverwhelmingly Positive96% of 2,124 reviews2023
    Dev: Dry Cactus
    Windows · Mac · Linux
    Median: 2.5 hrsMean: 6.5 hrs≥1hr: 72%

    The best just got better! Rediscover your engineering creativity in this genre-defining bridge engineering and puzzle solving masterpiece.

    Why similar: Level Editor 59.6%, Simulation 37.4%, Singleplayer 3%

    Why You'll Like It: Focuses on engineering and physics-based problem solving to create structures that can withstand specific loads.

  29. #29 Hacknet
    79% matchVery Positive94% of 26,067 reviews2015
    Dev: Team Fractal AlligatorPub: Fellow Traveller
    Windows · Mac · Linux
    Median: 3.0 hrsMean: 13.4 hrs≥1hr: 79%

    Hacknet is an immersive, terminal-based hacking simulator for PC. Dive down a rabbit hoIe as you follow the instructions of a recently deceased hacker, whose death may not have been the accident the media reports.

    Why similar: Hacking 79.1%, Programming 11.3%, Education 5.6%, Simulation 2.5%, 2D 0.8%

    Why You'll Like It: Uses terminal-based commands to simulate realistic hacking, requiring logic and sequence management.

  30. #30 WorldBox - God Simulator
    77% matchOverwhelmingly Positive95% of 56,385 reviews2021
    Dev: Maxim Karpenko
    Windows · Mac · Linux
    Median: 9.2 hrsMean: 29.6 hrs≥1hr: 91%

    WorldBox is the ULTIMATE god simulator and sandbox game. A petri dish for your fantasy civilizations. Create your own world or destroy it using many powers. Watch civilizations grow, form kingdoms, colonize new lands, sail to far continents, wars to ignite, empires to fall and towns to burn!

    Why similar: God Game 36.9%, Sandbox 21.7%, Artificial Intelligence 19.4%, Idler 9.4%, Simulation 7.1%

  31. #31 Fantasy Map Simulator
    75% matchVery Positive89% of 4,296 reviews2024
    Dev: The Stranger
    Windows
    Median: 1.6 hrsMean: 9.2 hrs≥1hr: 60%

    Fantasy Map Simulator: Create and watch imaginary worlds evolve over centuries. Design maps, simulate nations and their politics, and control destinies. See empires rise and fall on your desktop wallpaper. A unique simulation for history buffs and creative minds.

    Why similar: God Game 26.1%, Artificial Intelligence 20.4%, Level Editor 18.8%, Idler 15.5%, Sandbox 14.3%

  32. #32 MHRD
    78% matchVery Positive89% of 449 reviews2017
    Dev: Funghisoft
    Windows · Mac · Linux
    Median: 2.6 hrsMean: 5.2 hrs≥1hr: 76%

    MHRD is a hardware design game, in which you design various hardware circuits in a hardware description language. The hardware circuits you design get more complex as you go until you create a fully functional CPU design.

    Why similar: Programming 58.5%, Education 23.9%, Simulation 14.8%, Indie 2.7%

    Why You'll Like It: A hardware design simulator that tasks you with building a functional computer from basic logic gates.

  33. #33 City Car Driving 2.0
    76% matchMixed62% of 1,143 reviews2026
    Dev: Forward Development, Ltd.Pub: Forward Global Group, Ltd.
    Windows
    Median: 3.1 hrsMean: 4.5 hrs≥1hr: 77%

    City Car Driving 2.0 is a driving simulator designed to help novice drivers master driving in a setting as close to reality as possible.

    Why similar: Automobile Sim 24.3%, Driving 24.3%, Racing 19.8%, Sandbox 17.7%, Simulation 12.5%

  34. #34 The Farmer Was Replaced
    73% matchOverwhelmingly Positive96% of 9,129 reviews2025
    Dev: Timon HerzogPub: Metaroot
    Windows · Mac
    Median: 2.8 hrsMean: 12.6 hrs≥1hr: 75%

    Program and optimize a drone to automate a farm and watch it do the work for you. Collect resources to unlock better technology and become the most efficient farmer in the world. Improve your problem solving and coding skills.

    Why similar: Programming 41.8%, Education 16.5%, Artificial Intelligence 15.9%, Idler 14.8%, Sandbox 7.1%

  35. #35 Gridworld
    77% matchVery Positive86% of 243 reviews2015
    Dev: DopplerFrog
    Windows · Linux
    Median: 3.8 hrsMean: 5.6 hrs≥1hr: 85%

    Gridworld is an artificial life and evolution simulator. Watch creatures evolve through natural selection as they learn to find food, avoid danger, and compete with other creatures for survival.

    Why similar: Artificial Intelligence 21.9%, God Game 19.4%, Level Editor 17.3%, Sandbox 12.1%, Education 11.8%

  36. #36 CAR TUNE: Project
    76% matchVery Positive84% of 616 reviews2020
    Dev: Vertices Software
    Windows

    CAR TUNE: Project is a detailed car tuning simulator where every bolt, screw, and gear matters. Build your dream machine, fine-tune every parameter, and test it on the track.

    Why similar: Driving 29.1%, Automobile Sim 23.8%, Racing 21.5%, Sandbox 19.1%, Simulation 6.6%

  37. #37 Assetto Corsa EVO
    73% matchMixed59% of 21,010 reviews2025
    Dev: KUNOS SimulazioniPub: 505 Games
    Windows
    Median: 4.2 hrsMean: 15.5 hrs≥1hr: 80%

    Assetto Corsa EVO redefines the realism and features of one of the most popular multiplatform driving simulations ever developed. Featuring cars and tracks from different classes spanning across years of motoring history.

    Why similar: Racing 24.7%, Driving 23.3%, Automobile Sim 21.2%, Artificial Intelligence 20.9%, Simulation 9%

  38. #38 Screw Drivers
    70% matchVery Positive85% of 6,574 reviews2026
    Dev: CreactstudiosPub: Headup
    Windows
    Median: 54 minMean: 11.0 hrs≥1hr: 47%

    Crazy physics and high-speed races! Craft vehicles cleverly by combining building blocks and mechanical parts to create powerful drivetrains. Unlock new parts, race for the gold, and challenge your friends in multiplayer.

    Why similar: Driving 30.4%, Automobile Sim 28.7%, Racing 28.5%, Simulation 9.5%, Singleplayer 1.6%

  39. #39 BeamNG.drive
    72% matchOverwhelmingly Positive97% of 415,472 reviews2015
    Dev: BeamNG
    Windows
    Median: 10.3 hrsMean: 97.7 hrs≥1hr: 87%

    A dynamic soft-body physics vehicle simulator capable of doing just about anything.

    Why similar: Driving 31%, Automobile Sim 22.5%, Racing 18%, Sandbox 17.8%, Simulation 9.6%

  40. #40 My Summer Car
    69% matchVery Positive95% of 116,962 reviews2025
    Dev: Amistech Games
    Windows
    Median: 9.4 hrsMean: 47.1 hrs≥1hr: 85%

    My Summer Car is the ultimate car owning, building, fixing, tuning, maintenance AND permadeath life survival simulator. You start the game with hundreds of loose parts and assemble both car and engine.

    Why similar: Automobile Sim 31.2%, Driving 30.7%, Racing 15.3%, Sandbox 11.1%, Simulation 9.8%

  41. #41 Production Line : Car factory simulation
    73% matchVery Positive82% of 3,483 reviews2019
    Dev: Positech Games
    Windows
    Median: 3.7 hrsMean: 11.6 hrs≥1hr: 80%

    Production line is the new car factory management/simulation/tycoon game that pushes your organisational and entrepreneurship skills to the limit. Can you build the ultimate optimised, free-flowing car production line whilst beating the competition and still turn a profit?

    Why similar: Sandbox 26.8%, Management 25.4%, Education 22.9%, Simulation 15.6%, 2D 5%

  42. #42 RC Simulation 2.0
    74% matchMixed64% of 254 reviews2018
    Dev: devotidPub: devotid Media
    Windows · Mac · Linux
    Median: 3.4 hrsMean: 4.5 hrs≥1hr: 87%

    Drive all kinds of RC Cars, Boats, Rock Crawlers, Planes or Quadcopters on any of the 250+ Workshop Tracks. The game includes an in-game Track Editor and Vehicle Painter to create tons of scenarios and Paint schemes. RC Sim is made by a solo developer and still is in development.

    Why similar: Automobile Sim 25%, Racing 22.4%, Level Editor 16.4%, Driving 15.5%, Sandbox 10.6%

  43. #43 Apex Rush
    70% matchVery Positive84% of 276 reviews2026
    Dev: Thunderboom Studios
    Windows

    A physics-driven arcade racer where racing, drifting, and stunting come together. Compete on global leaderboards, build and share your own tracks, customize your cars & more!

    Why similar: Racing 39.7%, Level Editor 33.4%, Driving 20.4%, Simulation 4.3%, Singleplayer 1.2%

  44. #44 Homebrew - Patent Unknown
    74% matchMostly Positive72% of 974 reviews2014
    Dev: Copybugpaste
    Windows
    Median: 54 minMean: 12.3 hrs≥1hr: 47%

    Unleash your creativity and craft anything from flying cars to jet-powered toilets.Fair warning: there's a learning curve. But once you've got it, the sky's the limit for your creations!While active development is paused, we focus preserving the game and keeping it accessible.

    Why similar: Programming 22.9%, Driving 15.2%, Transportation 14%, Automobile Sim 12.9%, Racing 12.3%

  45. #45 Constracktion
    71% matchMixed69% of 68 reviews2025
    Dev: Lapioware
    Windows

    Drive a track laying train up and down steep hills and canyons to connect industries. Navigate your network carefully as AI-trains begin to use it. Help industries level up by optimizing tracks, signals and speed limits for efficient flow of traffic.

    Why similar: Transportation 29.6%, Artificial Intelligence 23.3%, Driving 21.8%, Management 12.4%, Simulation 10.1%

  46. #46 Team Principal: A Racing Manager
    68% matchVery Positive94% of 70 reviews2026
    Dev: Patrick H
    Windows

    A deep yet accessible motorsport management sandbox inspired by the 1990s games of this genre. Manage teams, drivers, finances, engines, and regulations in a fully customizable, ever-changing world where no two seasons play out the same.

    Why similar: Racing 33.7%, Automobile Sim 30.4%, Simulation 21.4%, Management 8.4%, 2D 4.7%

  47. #47 Wreckreation
    69% matchMixed65% of 487 reviews2025
    Dev: Three Fields EntertainmentPub: THQ Nordic
    Windows
    Median: 3.2 hrsMean: 6.7 hrs≥1hr: 71%

    Wreckreation is an evolving open-world driving playground built around choice. Play solo, explore on- and off road, create your own races and challenges, hang out online with friends using full cross-play. With fast updates shaped by players, this world keeps evolving.

    Why similar: Level Editor 33.9%, Driving 26.1%, Racing 24.5%, Automobile Sim 7.4%, Sandbox 7.3%

  48. #48 RaceLeague
    71% matchMostly Positive72% of 303 reviews2022
    Dev: Oversteer Studios
    Windows

    Car racing game with soft-body damage, race track builder, track database and multiplayer

    Why similar: Level Editor 27.2%, Driving 18.8%, Racing 18.4%, Automobile Sim 16.6%, Sandbox 12.8%

  49. #49 Chinese Driving Test Simulator
    71% matchMixed61% of 645 reviews2021
    Dev: Lawliet
    Windows
    Median: 18 minMean: 1.3 hrs≥1hr: 24%

    Are you ready to take on the challenge of the Chinese driving test? For which it will test your skill of driving, knowledge of vehicle and traffic rules. The Chinese Driving Test Simulator will show you a complete, realistic Chinese driving test experience.

    Why similar: Racing 34.5%, Automobile Sim 19.8%, Driving 15.8%, Education 15.4%, Simulation 13%

  50. #50 City Transport Simulator 2026 - Bus & Tram
    67% matchMostly Positive75% of 504 reviews2026
    Dev: ViewAppPub: ViewApp - CTS
    Windows

    City Transport Simulator 2026 combines a detailed bus simulator and tram simulator in one game. Drive realistic buses and trams, create routes and timetables, manage your fleet, and build your own public transport network in a dynamic European-inspired city.

    Why similar: Driving 19.9%, Transportation 18.3%, Automobile Sim 16.1%, Education 12.3%, Sandbox 10.1%

  51. #51 Motor Town: Behind The Wheel
    67% matchVery Positive94% of 9,605 reviews2021
    Dev: P3 Games
    Windows
    Median: 12.7 hrsMean: 46.8 hrs≥1hr: 90%

    Enjoy realistic driving in the open world. Relaxing cargo deliveries or driving buses and taxis will give you enough money to buy new cars and parts. You can test your driving skills at the race track. It's all about pure driving pleasure!

    Why similar: Driving 26.6%, Transportation 23.8%, Automobile Sim 19.7%, Racing 14.5%, Simulation 7.5%

  52. #52 Car Factory Empire
    68% matchMixed58% of 53 reviews2025
    Dev: RDS Games
    Windows

    Create a car company from scratch! Go from the first mechanical carriages to luxurious racing cars! Design cars, sell them, participate in races, expand your company and lead it to market dominance!

    Why similar: Automobile Sim 30.1%, Racing 24.6%, Driving 24.2%, Simulation 12.2%, Management 8.9%

  53. #53 FEED THE AI
    65% matchVery Positive96% of 142 reviews2026
    Dev: Weird Kid Games
    Windows

    Feed the AI. Collect data. Unlock upgrades. Watch the algorithm grow beyond your control. An active incremental where you feed an evolving AI with data and shape what it becomes. Will it save the world... or take it over?

    Why similar: Idler 26.3%, God Game 25.9%, Artificial Intelligence 17.5%, Hacking 17%, Simulation 9.9%

  54. #54 DRIFT ISLAND
    68% matchMixed62% of 88 reviews2025
    Dev: ECC GAMES
    Windows

    Rise as a drift master and missile car mechanic! DRIFT ISLAND is an open-world drift build-and-drive game. Create unique 'missile cars,' tune them, shred sideways, and test your skills! Earn cash, upgrade parts, and become a true drifting legend!

    Why similar: Automobile Sim 25.5%, Driving 25.3%, Racing 24.8%, Sandbox 16.4%, Simulation 6.5%

  55. #55 Thrive
    67% matchVery Positive92% of 1,731 reviews2021
    Dev: Revolutionary Games Studio
    Windows · Mac · Linux
    Median: 2.1 hrsMean: 6.1 hrs≥1hr: 66%

    An evolution simulation game. Take control of your species in the environment and edit your species as a whole. Compete with other evolving species for resources on an alien planet.

    Why similar: Artificial Intelligence 29%, Education 28%, Sandbox 22.1%, Simulation 10.8%, Top-Down 3.7%

  56. #56 Car Constructor
    70% matchMixed59% of 97 reviews2021
    Dev: Guilty Pleasure Games
    Windows

    Car Constructor will allow you to build, repair and paint your own car, then check it out on the race track!

    Why similar: Racing 30.1%, Automobile Sim 21%, Sandbox 16.4%, Driving 15.9%, Simulation 10.4%

  57. #57 Planetary Life
    65% matchVery Positive94% of 919 reviews2025
    Dev: Sotenbox
    Windows
    Median: 3.5 hrsMean: 8.3 hrs≥1hr: 88%

    Manipulate climate, add plants and evolve creatures in this planet and life sandbox simulation game. From cells to civilizations, spread life throughout the whole planet. Or just enjoy watching your creation burn!

    Why similar: God Game 42%, Sandbox 22.2%, Education 17.3%, Management 9.5%, Simulation 8.9%

  58. #58 Diesel Railcar Simulator
    69% matchVery Positive94% of 349 reviews2018
    Dev: Lapioware
    Windows

    Drive vintage diesel trains, shifting gears manually and trying to reach a perfect score. Create new routes, trains and timetables. Share your creations and download new content from the Workshop.

    Why similar: Driving 25.1%, Level Editor 24.7%, Transportation 22.4%, Sandbox 17.5%, Simulation 8.2%

Modeli
AI Learns To Drive cover art

Games Like AI Learns To Drive

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