Kaggle vs Hal vs Pathmaker

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
Suggested competitors for Kaggle: Google Colab80% Amazon SageMaker76% MostlyAI76% EarthOne76% Vana74% Circle74% DataCamp74% LabEx73%
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3 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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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%
Pages / visit
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1.1
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Visit duration
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Traffic sources
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KaggleHalPathmaker
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
Starting price
Free
$2,000per month
Free tier
Free tier
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Free trial
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–
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API access
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Plans
Free Free
Startups $2,000/mo
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Capabilities input → output
Input
CodeData
CodeText
Text
Output
CodeData
Apps
Text
Skill level
Intermediate
Intermediate
Beginner-friendly
Categories
Development & CodeEducation & LearningResearch & AnalyticsAI Course+2 more
Development & CodeAI Developer Tools
Education & LearningAI CoachingAI Course
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
0
7
Courses
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Education
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Coaching
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Curriculum navigation
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Data analysis learning
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Data science
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Self-education guidance
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Tutoring
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Virtual coaching
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Developer tools
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
0
0
0
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.