AI Learns To Drive

18 Games like AI Learns To Drive on Xbox that you should try

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Ranking compiled by Lluis Enric Mayans, Founder & Head of ContentUpdated May 19, 2026How this is calculatedOrdered by an attribute-similarity model, not editorial opinion.

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We filtered the 50 games similar to AI Learns To Drive down to the 18 that fit the “Xbox” category. Car Mechanic Simulator 2021, Car Mechanic Simulator 2018 and Thrillville: Off the Rails top the list, ranked by affinity and similarity score to AI Learns To Drive.

iRank97/ 100

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GenreSimulationSubgenreVehicle SimSub-subgenreSim Racing

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Within the “Xbox” category, the closest game to AI Learns To Drive is Car Mechanic Simulator 2021 — scoring 73/100 on our similarity scale. Car Mechanic Simulator 2018 and Thrillville: Off the Rails follow close behind.

#1Car Mechanic Simulator 202173 #2Car Mechanic Simulator 201873 #3Thrillville: Off the Rails66 #4Dirt 563 #5SnowRunner62

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The best games like AI Learns To Drive on Xbox

18 similar games foundUpdated May 2026

Handpicked by our similarity algorithm, these are the titles with the highest gameplay match to AI Learns To Drive. Each one has been evaluated across 9 real attributes — from combat style and progression mechanics to world structure and visual perspective — so every recommendation is based on how the game actually plays, not just its genre label.

#1Car Mechanic Simulator 2021Closest overall match

73

Car Mechanic Simulator 2021

GenreSimulationSubgenreVehicle SimSub-subgenreSim Racing

SoloSandbox WorldNarrativeOpen WorldExploration

Steam👍 96%· 36KRAWG👍 71%· 58

Year 2021Dev Red Dot Games · PlayWayPlaytime ~11hOn PC · Xbox

✓ Same family of racing sims: deep simulation, racing gameplay and sandbox freedom

≠ Its own twist: puzzle design, adventure storytelling and strong narrative focus, while skipping resource management

Check out more gameshttps://store.steampowered.com/app/1078760/Motorcycle_Mechanic_Simulator_2021/ https://store.steampowered.com/app/1088770/Car_Mechanic_Simulator_VR/ https://store.steampowered.com/app/407130/Tank_Mechanic_Simulator/ More VR simulatorshttps://store.steampowered.

Where it drifts furthest from AI Learns To Drive: progression and visuals.

Genre100Game mode100World85Progression0Visuals0

#2Car Mechanic Simulator 2018

73

Car Mechanic Simulator 2018

GenreSimulationSubgenreVehicle SimSub-subgenreSim Racing

SoloSandbox WorldManagementMultiplayerOpen World

Steam👍 91%· 53KRAWG👍 76%· 100IGDB67· 2

Year 2017Dev Red Dot Games · PlayWayPlaytime ~6hOn PC · PS · Xbox

✓ Same family of racing sims: deep simulation, racing gameplay and sandbox freedom

≠ Its own twist: open world exploration, multiplayer gameplay and crafting mechanics, while skipping visual 2d

A methodical repair sim: diagnose a fault, strip the car to the part that causes it, rebuild, then test-drive it — with barn-find and junkyard modes for hunting classics to restore. The detail is real enough that actual mechanics recognise it. The tutorial is the near-universal complaint: it explains almost nothing, and the opening hours are spent unscrewing wheel bolts to work out the loop yourself.

Where it drifts furthest from AI Learns To Drive: visuals.

It predates AI Learns To Drive by 8 years, with what that implies technically.

Genre100World88Game mode68Progression67Visuals0

#3Thrillville: Off the RailsClosest on world

66

Thrillville: Off the Rails

GenreSimulationSubgenreVehicle SimSub-subgenreSim Racing

SoloSandbox WorldManagementOfflineMultiplayer

Steam👍 93%· 922MC70IGDB55· 2

Year 2007Dev Frontier Developments · Disney InteractivePlaytime ~2hOn PC · PS · Xbox

✓ Both are racing sims — sharing deep simulation, racing gameplay and sandbox freedom

≠ Where it differs: brings adventure storytelling, vibe casual and melee combat, while skipping visual 2d

Thrillville™: Off the Rails lives up to its name with 20 death-defying rides so outrageous, they inspire the same word from every park visitor who sees them: “WHOA!

Where it drifts furthest from AI Learns To Drive: visuals and game mode.

It predates AI Learns To Drive by 18 years, with what that implies technically.

Genre100World100Progression100Game mode20Visuals0

63

Dirt 5

GenreSimulationSubgenreVehicle SimSub-subgenreSim Racing

SoloSandbox WorldOfflineMultiplayerCo-op

Steam👍 54%· 6.9KIGDB81· 12OC81· 128

Year 2020Dev Codemasters Cheshire · CodemastersOn Xbox · PS4 · PC

✓ Fits the racing sims cluster, with deep simulation, racing gameplay and sandbox freedom

≠ Stands apart with sports simulation, adventure storytelling and vibe casual, while skipping resource management

Where it drifts furthest from AI Learns To Drive: visuals and game mode.

On reception: its Steam reviews are mixed, against very positive for AI Learns To Drive.

Genre100World100Game mode16Visuals0

62

SnowRunner

GenreSimulationSubgenreVehicle SimSub-subgenreSim Racing

SoloSandbox WorldMultiplayerCo-opNarrative

Steam👍 90%· 54KIGDB81· 3OC80· 66

Year 2020Dev Saber Interactive · Focus EntertainmentOn Xbox · PS4 · PC

✓ Same family of racing sims: deep simulation, racing gameplay and sandbox freedom

≠ Where it differs: brings adventure storytelling, strong narrative focus and open world exploration, while skipping resource management

Where it drifts furthest from AI Learns To Drive: progression and visuals.

Genre100World75Game mode28Progression0Visuals0

Steam Epic Xbox

62

MudRunner

GenreSimulationSubgenreVehicle SimSub-subgenreSim Racing

SoloSandbox WorldMultiplayerCo-opOnline

Steam👍 92%· 43KIGDB70· 4

Year 2017Dev Saber Interactive · Focus EntertainmentOn PS4 · Android · PC

✓ Fits the racing sims cluster, with deep simulation, racing gameplay and sandbox freedom

≠ Where it differs: brings adventure storytelling, strong narrative focus and open world exploration, while skipping resource management

Where it drifts furthest from AI Learns To Drive: progression and visuals.

It predates AI Learns To Drive by 8 years, with what that implies technically.

Genre100World81Game mode25Progression0Visuals0

#7CarX Drift Racing Online

60

CarX Drift Racing Online

GenreSimulationSubgenreVehicle SimSub-subgenreSim Racing

SoloSandbox WorldMultiplayerCo-opOnline

Steam👍 95%· 88KRAWG👍 80%· 48

Year 2017Dev CarX TechnologiesPlaytime ~6hOn PC · PS · Xbox

✓ Both are racing sims — sharing deep simulation, racing gameplay and sandbox freedom

≠ Where it differs: brings sports simulation, vibe relaxing and vibe casual, while skipping resource management

CarX Drift Racing is a racing game dedicated to the motorsport of drifting. Legendary cars, detailed tuning settings and a real-time multiplayer mode in full HD at 60 fps. All this awaits you in the PC version of this popular mobile game!

Where it drifts furthest from AI Learns To Drive: progression and visuals.

It predates AI Learns To Drive by 8 years, with what that implies technically.

Genre100World74Game mode15Progression0Visuals0

52

Wreckfest

GenreSimulationSubgenreVehicle SimSub-subgenreSim Racing

Solo2DMultiplayerMeleeFirst Person

Steam👍 88%· 40KRAWG👍 70%· 382MC79IGDB78· 13OC80· 83

Year 2018Dev Handy Games · THQ NordicPlaytime ~3hOn PC · PS · Xbox

✓ Both are racing sims — sharing deep simulation, racing gameplay and single-player focus

≠ Its own twist: sports simulation, melee combat and multiplayer gameplay, while skipping sandbox freedom

Wreckfest is a demolition derby themed racing game with soft-body damage modeling and in-depth vehicle upgrading, featuring both demolition derbies and more traditional track races. It’s all about fun, breakneck racing and over-the-top crashes.

Where it drifts furthest from AI Learns To Drive: visuals and game mode.

Genre100Game mode49Visuals29

#9Assetto Corsa

52

Assetto Corsa

GenreSimulationSubgenreVehicle SimSub-subgenreSim Racing

Solo2DMultiplayerFirst PersonIsometric

Steam👍 93%· 169KRAWG👍 78%· 228MC85IGDB64· 10OC69· 37

Year 2014Dev 505 GamesPlaytime ~2hOn PC · PS · Xbox

✓ Same family of racing sims: deep simulation, racing gameplay and single-player focus

≠ Its own twist: sports simulation, multiplayer gameplay and visual first person, while skipping sandbox freedom

NEXT GENERATION RACING SIMULATOR Assetto Corsa features an advanced DirectX 11 graphics engine that recreates an immersive environment, dynamic lighthing and realistic materials and surfaces.

Where it drifts furthest from AI Learns To Drive: visuals and game mode.

It predates AI Learns To Drive by 11 years, with what that implies technically.

Genre100Game mode48Visuals29

#10Forza Motorsport 6

50

Forza Motorsport 6

GenreSimulationSubgenreVehicle SimSub-subgenreSim Racing

SoloMultiplayerFirst PersonThird Person

IGDB84· 14OC89· 86

Year 2015Dev Turn 10 Studios · Microsoft StudiosOn Xbox

✓ Both are racing sims — sharing deep simulation, racing gameplay and single-player focus

≠ Its own twist: sports simulation, multiplayer gameplay and visual first person, while skipping sandbox freedom

Where it drifts furthest from AI Learns To Drive: visuals.

It predates AI Learns To Drive by 10 years, with what that implies technically.

Genre100Game mode50Visuals0

49

DiRT Rally

GenreSimulationSubgenreVehicle SimSub-subgenreSim Racing

SoloMultiplayerHardcoreFirst PersonThird Person

Steam👍 88%· 40KRAWG👍 71%· 674MC86IGDB85· 13OC85· 59

Year 2015Dev Feral InteractivePlaytime ~4hOn PC · PS · Xbox

✓ Fits the racing sims cluster, with deep simulation, racing gameplay and single-player focus

≠ Stands apart with sports simulation, punishing difficulty and multiplayer gameplay, while skipping sandbox freedom

Full Oculus VR SupportDiRT Rally now fully supports Oculus Rift giving you the ultimate experience in racing immersion.

Where it drifts furthest from AI Learns To Drive: visuals and game mode.

It predates AI Learns To Drive by 10 years, with what that implies technically.

Genre100Game mode49Visuals0

#12DiRT Rally 2.0

49

DiRT Rally 2.0

GenreSimulationSubgenreVehicle SimSub-subgenreSim Racing

SoloMultiplayerHardcoreFirst PersonThird Person

Steam👍 89%· 48KRAWG👍 65%· 334MC83IGDB81· 10OC83· 84

Year 2019Dev CodemastersPlaytime ~2hOn PC · PS · Xbox

✓ Same family of racing sims: deep simulation, racing gameplay and single-player focus

≠ Its own twist: sports simulation, punishing difficulty and multiplayer gameplay, while skipping sandbox freedom

DiRT Rally 2.0 dares you to carve your way through a selection of iconic rally locations from across the globe, in the most powerful off-road vehicles ever made, knowing that the smallest mistake could end your stage.

Where it drifts furthest from AI Learns To Drive: visuals and game mode.

Genre100Game mode49Visuals0

49

DiRT 4

GenreSimulationSubgenreVehicle SimSub-subgenreSim Racing

SoloMultiplayerFirst PersonThird Person

Steam👍 81%· 16KRAWG👍 66%· 262MC78IGDB83· 12OC84· 85

Year 2017Dev Feral InteractivePlaytime ~4hOn PC · PS · Xbox

✓ Both are racing sims — sharing deep simulation, racing gameplay and single-player focus

≠ Its own twist: sports simulation, multiplayer gameplay and visual first person, while skipping sandbox freedom

Motorsport by its very nature is dangerous. DiRT 4 is all about embracing that danger. It’s about the thrill, exhilaration and adrenaline that is absolutely vital to off-road racing. And more than that, it’s about loving that feeling. It’s about pushing flat out next to a sheer cliff drop.

Where it drifts furthest from AI Learns To Drive: visuals and game mode.

It predates AI Learns To Drive by 8 years, with what that implies technically.

Genre100Game mode49Visuals0

#14Project CARS

49

Project CARS

GenreSimulationSubgenreVehicle SimSub-subgenreSim Racing

SoloMultiplayerNarrativeFirst PersonThird Person

Steam👍 79%· 14KRAWG👍 66%· 270MC83IGDB82· 14OC80· 73

Year 2015Dev Slightly Mad Studios · Bandai Namco EntertainmentPlaytime ~4hOn PC · PS · Xbox

✓ Fits the racing sims cluster, with deep simulation, racing gameplay and single-player focus

≠ Stands apart with sports simulation, strong narrative focus and multiplayer gameplay, while skipping sandbox freedom

With the help of original technical solutions, the game manages to offer a fully dynamic SETA model of tires, as well as a system of dynamic day and weather change. The player feels how the car adjusts the behavior depending on the work of braking assistance or stability control.

Where it drifts furthest from AI Learns To Drive: visuals and game mode.

On reception: its Steam reviews are mostly positive, against very positive for AI Learns To Drive.

It predates AI Learns To Drive by 10 years, with what that implies technically.

Genre100Game mode49Visuals0

49

Grid

GenreSimulationSubgenreVehicle SimSub-subgenreSim Racing

SoloMultiplayerMeleeCasualFirst Person

Steam👍 70%· 6.6KIGDB73· 8OC75· 73

Year 2019Dev CodemastersOn PS4 · PC · Xbox

✓ Fits the racing sims cluster, with deep simulation, racing gameplay and single-player focus

≠ Stands apart with sports simulation, vibe casual and melee combat, while skipping sandbox freedom

Where it drifts furthest from AI Learns To Drive: visuals and game mode.

On reception: its Steam reviews are mixed, against very positive for AI Learns To Drive.

Genre100Game mode48Visuals0

Complete list of games like AI Learns To Drive on Xbox

The full catalog of games sharing gameplay DNA with AI Learns To Drive, ordered from highest to lowest similarity score. Use the filters above to narrow down by genre, setting or game mode and find the alternative that best fits your playstyle.

F1 2018

F1 2018

Simulation · Racing

Forza Motorsport 7

Forza Motorsport 7

Simulation · Racing

F1 2011

F1 2011

Simulation · Racing

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