Pathmaker vs Circle vs Kaggle vs GitHub Copilot

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

Your tool
Pathmaker
vs
Competitor 1
Circle
Competitor 2
Kaggle
Competitor 3
GitHub Copilot
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
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Competitor Circle
circle.so
Circle is a community platform where creators and businesses host discussions, courses, live events and paid memberships under their own brand.
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Competitor Kaggle
kaggle.com
Kaggle is Google's community platform for data science and machine learning.
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Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
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Traffic estimated monthly website traffic
Monthly visits
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637.9Mvisits/mo
MoM change
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▲ 3.7%
6-month growth
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+19.3%
Global rank web
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#49
Avg. last 3 months
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629.7M
Bounce rate lower is better
0%
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36%
Pages / visit
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5.9
Visit duration
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6m 26s
Traffic sources
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● Direct 83% · ● Referral 15%
PathmakerCircleKaggleGitHub Copilot
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 · 637.9M100M1BGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Free Trial
Free
Freemium
Starting price
Free tier
$89per month
Free
$4per month · free tier available
Free tier
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Free trial
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API access
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Plans
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Professional $89/moBusiness $199/moScale $419/moCircle Plus Custom
Free Free
Free FreeTeam $4/moEnterprise $21/mo
Capabilities input → output
Input
Text
Text
CodeData
CodeText
Output
Text
Apps
CodeData
Code
Skill level
Beginner-friendly
Intermediate
Intermediate
Intermediate
Categories
Education & LearningAI CoachingAI Course
Business & MarketingDevelopment & CodeEducation & LearningAI Course+2 more
Development & CodeEducation & LearningResearch & AnalyticsAI Course+2 more
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
11
9
8
9
Courses
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Education
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Agents
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Coaching
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Code autocompletion
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Coding
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Community
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Curriculum navigation
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Data analysis learning
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Data science
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Jupyter notebooks
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Learning paths
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Self-education guidance
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Code reviews
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Coding in VS Code
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Community engagement
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Email marketing
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Machine learning education
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Model training
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Study plans
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Tutoring
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Virtual coaching
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Vs code
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Agent management
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Course creation
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Debugging
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Developer tools
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Marketing automation
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Note taking
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Summarizing
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Community on aitoolstime
Rating
no ratings yet
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no ratings yet
no ratings yet
Upvotes
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Saves
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Reviews
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Prompts
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2
Verified listing
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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.