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Best Machine Games Learning

212+ iOS apps & games curated and reviewed

4.4 avg rating
19 free apps & games
Updated April 2026

Whether you're new to machine games learning or looking for an upgrade, our curated collection of 212+ iOS apps and games has something for everyone. Each app is reviewed and rated by real users, helping you make an informed decision.

Top Picks for Machine Games Learning

Awakening – Fun Math Games#1

Awakening – Fun Math Games by Legends of Learning, Inc.

Play games while learning math
Editor's Choice
📚 Education
4.8😊(22K ratings)
FreeIn-App Purchases
Awakening – Fun Math Games screenshot 1
Awakening – Fun Math Games screenshot 2
Awakening – Fun Math Games screenshot 3
Awakening – Fun Math Games screenshot 4
Awakening – Fun Math Games screenshot 5

Engage in an immersive world where learning math and science is an adventure. Battle creatures, customize avatars, and explore a vibrant community while mastering educational concepts through fun games and challenges.

What We Love

  • 🎉 Fun and engaging gameplay
  • 🏫 Helpful for learning math and science
  • 🎨 Customizable avatars and beasties
  • 🤝 Ability to battle and interact with friends

Room to Improve

  • 🐛 Frequent bugs and glitches
  • 🤑 Adventure pass paywall for certain features
  • 🗺️ Confusing navigation and map system
Thinkrolls: Fun Kids Games 2-8#2

Thinkrolls: Fun Kids Games 2-8 by Avokiddo Ltd

Educational Preschool Learning
Strong Contender
📚 Education
4.4😊(14K ratings)
FreeIn-App Purchases
Thinkrolls: Fun Kids Games 2-8 screenshot 1
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Thinkrolls: Fun Kids Games 2-8 screenshot 3
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Thinkrolls: Fun Kids Games 2-8 screenshot 5
Thinkrolls: Fun Kids Games 2-8 screenshot 6

This app offers over 3000 interactive games and activities designed to boost reasoning, creativity, and problem-solving skills in children aged 2-8. It provides a fun and educational experience, fostering a passion for math and science through engaging play.

What We Love

  • 👍 Fun and engaging for kids
  • 💡 Helps develop problem-solving and logic skills
  • 🥰 Children love the characters and customization options
  • 🏆 Puzzles and levels selected for community recognition

Room to Improve

  • 💰 Subscription-based model is expensive for some users
  • 🔒 Difficulty sharing subscription across multiple devices
  • 🐛 Occasional crashes and bugs
Monster Math : Kids Fun Games#3

Monster Math : Kids Fun Games by Makkajai Edu Tech Private Limited

1st, 2nd & 3rd Grade Learning
Worth Considering
📚 Education
4.5😊(32K ratings)
FreeAdsIn-App Purchases
Monster Math : Kids Fun Games screenshot 1
Monster Math : Kids Fun Games screenshot 2
Monster Math : Kids Fun Games screenshot 3
Monster Math : Kids Fun Games screenshot 4
Monster Math : Kids Fun Games screenshot 5
Monster Math : Kids Fun Games screenshot 6

Embark on an exciting math adventure with this educational game designed for 1st to 3rd graders. Kids explore planets, complete missions, and collect badges while mastering addition, subtraction, multiplication, and division. The app focuses on building number sense and understanding math concepts through engaging gameplay.

What We Love

  • 👍 Fun and educational
  • 🚀 Engaging gameplay
  • 🚀 Customizable difficulty levels
  • 👍 Helps improve math skills

Room to Improve

  • 🔒 Requires subscription for full access
  • 🐛 Bugs and glitches in the app
  • 🐛 Incorrect answers shown in the app

More Machine Games Learning apps to explore

4
Drums: Learn & Play Drum Games
Drums: Learn & Play Drum Games
Drums: Learn & Play Drum Games
Drum set, beats, rhythm games
Free

Learn to play drums with a virtual drum set and engaging rhythm games. Explore various music genres and play along to famous hits, even without prior experience. Enjoy a stress-relieving and exciting musical journey.

Virtual drum setRhythm gamesMultiple music genres
🎵 Music
(2.1K)
freemium
5
Doctor Games for Kids!
Doctor Games for Kids!
Doctor Games for Kids!
Dr Clinic: Toddler Learning 3+
Free

This app offers a diverse curriculum of educational games for young learners, covering math, literacy, and emotional development. It provides personalized learning experiences, including support for neurodivergent children, and allows parents to track progress. The doctor-themed gameplay encourages problem-solving and empathy.

Math and number sense gamesLetter and number tracingPhonics and reading activities
📚 Education
(32K)
free with in-app purchases
6
Toddler Learning Game-EduKitty
Toddler Learning Game-EduKitty
Toddler Learning Game-EduKitty
Preschool Educational Games 1+
Free

This app offers a variety of interactive games designed to teach toddlers and preschoolers essential concepts like colors, numbers, shapes, and letters. It features a friendly guide, engaging graphics, and supports multiple languages to aid early childhood development.

13 learning games12 languages supported3 skill levels
🎮 Games
(90K)
free with in-app purchases
7
MentalUP - Kids Learning Games
MentalUP - Kids Learning Games
MentalUP - Kids Learning Games
Math, Educational, Brain
Free

This app offers a comprehensive learning adventure with teacher-made educational games designed to boost cognitive skills and physical fitness. It provides personalized workouts, skill-based activities, and certified IQ tests with detailed results, all within a safe and engaging environment for children and adults.

Fun brain gamesEducational learning gamesPersonal skill-based games
📚 Education
(37K)
subscription
8
while True: learn()
while True: learn()
while True: learn()
Puzzles, Cats and Programming
$4.99

Engage in a puzzle simulation game where you learn about machine learning, neural networks, and AI by building a cat-to-human speech recognition system. No coding experience is required to play.

Machine learning and AI puzzlesVisual programming interfaceCat-to-human speech recognition system
🎮 Games
(694)
paid
9
Preschool / Kindergarten Games
Preschool / Kindergarten Games
Preschool / Kindergarten Games
Toddler Kids ABC Learning Game
Free

This app offers over 1000 engaging activities designed to foster early learning in children aged 1-5. It covers essential skills in reading, math, colors, shapes, and more, using interactive elements and lovable characters to make learning fun and creative.

Letter recognition and writingNumbers 1-100Basic addition and subtraction
📚 Education
(7.5K)
subscription
10
Buddy.ai: Kids Learning Games
Buddy.ai: Kids Learning Games
Buddy.ai: Kids Learning Games
#1 AI tutor for kids 3-8
Free

This AI-powered tutor engages children aged 3-8 with interactive voice games, cartoons, and activities. It focuses on developing essential communication, early education concepts, and social skills through personalized learning experiences. Parents can track their child's progress with weekly reports in an ad-free environment.

Voice-based AI tutorInteractive learning gamesEarly education curriculum
📚 Education
(34K)
free with in-app purchases
11
Drums: Learn & Play Beat Games
Drums: Learn & Play Beat Games
Drums: Learn & Play Beat Games
Make Music on a real set
Free

Learn to play drums with realistic sounds and interactive lessons. Practice with a vast songbook across multiple genres or jam freely to create your own music.

Realistic drum sounds and feelInteractive lessons with difficulty levelsExtensive songbook updated weekly
🎵 Music
(31K)
subscription
12
Machine Learning+
Machine Learning+
Machine Learning+
Regression, Clustering & more
Free
📚 Education
(2)
13
TeachableMachine
TeachableMachine
TeachableMachine
Teachable Machine for mobile
Free

Create machine learning models easily on your mobile device. Capture data samples or upload custom ones, train your model, and instantly preview results. Export your trained models for use in other projects.

Create machine learning modelsImage training supportCapture data from webcam
📚 Education
(1)
free
14
NeuroNation - Brain Training
NeuroNation - Brain Training
NeuroNation - Brain Training
Exercise your mind & memory
Free

Enhance your memory and cognitive abilities with science-backed exercises. This app offers personalized training programs, diverse games, and progress tracking to sharpen your mind and improve focus. Invest in your cognitive health with daily mental challenges.

Scientifically proven techniquesPersonalized training programsDiverse range of brain games
📚 Education
(13K)
free with in-app purchases
15
Car Driving 2026 : School Game
Car Driving 2026 : School Game
Car Driving 2026 : School Game
Realistic car simulator games
Free

Learn to drive and master road safety in a realistic simulator. Navigate city and off-road tracks with diverse vehicles, obey traffic rules, and face challenging conditions. Compete with friends in multiplayer mode for a fun and educational driving experience.

Realistic car driving simulationTraffic sign and regulation learningCity and off-road driving
🎮 Games
(71K)
free with in-app purchases
16
Sixth Grade Learning Games
Sixth Grade Learning Games
Sixth Grade Learning Games
Math & Reading App for Kids
Free

This app offers 21 interactive games designed to teach sixth-grade students essential math, science, and language arts concepts. Covering topics from algebra and geometry to vocabulary and reading comprehension, it reinforces classroom learning with engaging activities and voice narration.

21 interactive learning gamesCovers math, science, and language artsReinforces 6th-grade curriculum
📚 Education
(3.6K)
free with in-app purchases
17
Lingo Legend Language Learning
Lingo Legend Language Learning
Lingo Legend Language Learning
Play a game, learn a language
Free

Learn a new language through an immersive fantasy game. Master thousands of essential words and phrases by engaging in strategic monster battles and completing quests. Developed by experts, this app offers a fun and effective way to boost your language skills.

Fantasy world immersionStrategic monster battlesCard-based gameplay
🎮 Games
(4.3K)
freemium
18
Baby Bath: Washing Machine
Baby Bath: Washing Machine
Baby Bath: Washing Machine
Toddler Kid Game 2-5 year olds
Free

Engage toddlers in a fun cleaning adventure. This game allows children to wash, clean, and dry various items, even fixing pipes and cleaning mirrors. It turns a common chore into an exciting activity for young children.

Wash, clean, and dry itemsPipe fixing mini-gameMirror cleaning activity
📚 Education
(3.8K)
free with in-app purchases
19
DataCamp: Learn Coding/Data/AI
DataCamp: Learn Coding/Data/AI
DataCamp: Learn Coding/Data/AI
Code in Python/SQL & Practice
Free

Learn in-demand coding and AI skills through interactive courses and real-world projects. Master languages like Python and SQL, and gain certifications to advance your career in data science and AI.

Interactive coding coursesReal-world projectsAI-assisted learning
📚 Education
(4.7K)
free with in-app purchases
20
Baldi's Basics Classic
Baldi's Basics Classic
Baldi's Basics Classic
This game is not what it seems
Free

A meta horror game inspired by 90s edutainment. Collect notebooks and escape a school while avoiding a menacing teacher. Features two modes: story and endless, offering unique challenges.

Collect seven notebooksEscape the schoolAvoid Baldi and his friends
🎮 Games
(18K)
free