Circle vs Kaggle vs edCode vs Pathmaker

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

Your tool
Circle
vs
Competitor 1
Kaggle
Competitor 2
EedCode
Competitor 3
Pathmaker
Compare
4 tools · best value per row highlighted
Your tool 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 EedCode
edcodee.vercel.app
Most AI tools won't walk you through building actual projects step by step
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Competitor 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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Traffic estimated monthly website traffic
Monthly visits
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117visits/mo
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MoM change
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▼ 74.5%
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6-month growth
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Global rank web
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Avg. last 3 months
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191
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Bounce rate lower is better
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90%
0%
Pages / visit
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1.0
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Visit duration
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Traffic sources
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CircleKaggleedCodePathmaker
0114229343458edCode · 235edCode · 88edCode · 458edCode · 117101001KedCode · 235edCode · 88edCode · 458edCode · 117Nov '25Jan '26FebApr
Pricing
Model
Free Trial
Free
Freemium
Freemium
Starting price
$89per month
Free
$8per month · free tier available
Free tier
Free tier
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Free trial
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API access
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Plans
Professional $89/moBusiness $199/moScale $419/moCircle Plus Custom
Free Free
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Capabilities input → output
Input
Text
CodeData
CodeText
Text
Output
Apps
CodeData
Text
Text
Skill level
Intermediate
Intermediate
Intermediate
Beginner-friendly
Categories
Business & MarketingDevelopment & CodeEducation & LearningAI Course+2 more
Development & CodeEducation & LearningResearch & AnalyticsAI Course+2 more
Business & MarketingEducation & LearningAI CourseAI Interview Assistant
Education & LearningAI CoachingAI Course
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
9
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11
11
Courses
Education
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Coaching
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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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Interview preparation
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Jupyter notebooks
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Learning paths
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Learning to code
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Self-education guidance
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Tech interview preparation
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Coding
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Coding challenges
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Community engagement
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Email marketing
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Interactive code learning
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Interview simulation
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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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Agents
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Coding instructor
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Course creation
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Developer tools
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Interview feedback
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Marketing automation
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
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Saves
0
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Reviews
0
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Prompts
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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.