Pathmaker vs GitHub Copilot vs Shiken vs LEGO Education Computer Science & AI

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
Pathmaker
vs
Competitor 1
GitHub Copilot
Competitor 2
Shiken
Competitor 3
LEGO Education Computer Science & AI
Compare
4 tools · best value per row highlighted
Your tool Pathmaker
pathmaker.app
Pathmaker is a personalized learning platform built for anyone ready to take control of their education. Instead of generic online courses or overwhelming resource lists, Pathmaker helps you create ta
Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Competitor Shiken
shiken.ai
Make main Remove
Competitor LEGO Education Computer Science & AI
education.lego.com
Teachers open a web browser or iOS app and land in a coding canvas that enables students work without creating accounts
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
637.9Mvisits/mo
18.4Kvisits/mo
722.1Kvisits/mo
MoM change
—
▲ 3.7%
▲ 5.2%
▼ 23.3%
6-month growth
—
+19.3%
-24.2%
-23.9%
Global rank web
—
#49
#1,495,921
—
Avg. last 3 months
—
629.7M
18.4K
864.3K
Bounce rate lower is better
0%
36%
40%
53%
Pages / visit
—
5.9
1.7
2.6
Visit duration
—
6m 26s
20s
1m 28s
Traffic sources
—
● Direct 83% · ● Referral 15%
—
● Direct 76% · ● Referral 22%
PathmakerGitHub CopilotShikenLEGO Education Computer Science & AI
0159.5M318.9M478.4M637.9MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MShiken · 41KShiken · 44.8KShiken · 53.6KShiken · 24.2KShiken · 23.8KShiken · 20.2KShiken · 19.4KShiken · 17.5KShiken · 18.4KLEGO Education Computer Science & AI · 1.1MLEGO Education Computer Science & AI · 1.1MLEGO Education Computer Science & AI · 949.5KLEGO Education Computer Science & AI · 956.2KLEGO Education Computer Science & AI · 937KLEGO Education Computer Science & AI · 929.2KLEGO Education Computer Science & AI · 941.6KLEGO Education Computer Science & AI · 722.1K10K100K1M10M100M1BGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MShiken · 41KShiken · 44.8KShiken · 53.6KShiken · 24.2KShiken · 23.8KShiken · 20.2KShiken · 19.4KShiken · 17.5KShiken · 18.4KLEGO Education Computer Science & AI · 1.1MLEGO Education Computer Science & AI · 1.1MLEGO Education Computer Science & AI · 949.5KLEGO Education Computer Science & AI · 956.2KLEGO Education Computer Science & AI · 937KLEGO Education Computer Science & AI · 929.2KLEGO Education Computer Science & AI · 941.6KLEGO Education Computer Science & AI · 722.1KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
Free tier
$4per month · free tier available
$25per month · free tier available
—
Free tier
–
Free trial
–
–
API access
–
–
–
–
Plans
—
Free FreeTeam $4/moEnterprise $21/mo
Free FreeLearner Plus $25/moLearner Pro $50/moCreator Solo $149/mo+2 more
—
Capabilities input → output
Input
Text
CodeText
AudioDocumentsWeb pages
Code
Output
Text
Code
DocumentsSlidesText
Code
Skill level
Beginner-friendly
Intermediate
Intermediate
Beginner-friendly
Categories
Education & LearningAI CoachingAI Course
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Education & LearningProductivity & OfficeAI CoachingAI Course+2 more
Education & LearningAI Course
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
11
9
7
7
Courses
–
Coaching
–
–
Coding
–
–
Course creation
–
–
Education
–
–
Code autocompletion
–
–
–
Computer science education
–
–
–
Curriculum navigation
–
–
–
Learning paths
–
–
–
Self-education guidance
–
–
–
Agents
–
–
–
Code reviews
–
–
–
Coding in VS Code
–
–
–
Computer science
–
–
–
Elearning content creation
–
–
–
Flashcards
–
–
–
Quiz generation
–
–
–
Study plans
–
–
–
Tutoring
–
–
–
Virtual coaching
–
–
–
Vs code
–
–
–
Academic curriculum
–
–
–
Agent management
–
–
–
Communication coaching
–
–
–
Debugging
–
–
–
Note taking
–
–
–
Tech learning
–
–
–
Terminal
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
2
0
0
Verified listing
–
–
–
–

Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.