Kaggle vs Hal vs Pathmaker vs Circle

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

Your tool
Kaggle
vs
Competitor 1
Hal
Competitor 2
Pathmaker
Competitor 3
Circle
Compare
4 tools · best value per row highlighted
Your tool Kaggle
kaggle.com
Kaggle is Google's community platform for data science and machine learning.
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Competitor Hal
hal9.com
Hal9 is a powerful platform for quickly building and deploying fully customizable AI chatbots, powered by your data with complete privacy. In just under 5 minutes, you can create a tailored chatbot t
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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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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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Traffic estimated monthly website traffic
Monthly visits
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3.4Kvisits/mo
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MoM change
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▼ 10.9%
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6-month growth
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+60.6%
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Global rank web
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#6,156,551
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Avg. last 3 months
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3.9K
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Bounce rate lower is better
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39%
0%
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Pages / visit
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1.1
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Visit duration
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Traffic sources
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KaggleHalPathmakerCircle
01.7K3.5K5.2K6.9KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4K1001K10KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Free
Freemium
Freemium
Free Trial
Starting price
Free
$2,000per month
Free tier
$89per month
Free tier
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Free trial
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API access
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Plans
Free Free
Startups $2,000/mo
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Professional $89/moBusiness $199/moScale $419/moCircle Plus Custom
Capabilities input → output
Input
CodeData
CodeText
Text
Text
Output
CodeData
Apps
Text
Apps
Skill level
Intermediate
Intermediate
Beginner-friendly
Intermediate
Categories
Development & CodeEducation & LearningResearch & AnalyticsAI Course+2 more
Development & CodeAI Developer Tools
Education & LearningAI CoachingAI Course
Business & MarketingDevelopment & CodeEducation & LearningAI Course+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
4
11
9
Courses
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Education
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Chatbot building
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Chatbots
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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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Jupyter notebooks
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Learning paths
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Self-education guidance
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APIs
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Community engagement
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Document chat
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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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Agents
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Course creation
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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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Workflows
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Community on aitoolstime
Rating
no ratings yet
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Upvotes
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Saves
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Reviews
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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.