Kaggle vs Kilo Code vs Pathmaker vs Hal

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

Your tool
Kaggle
vs
Competitor 1
Kilo Code
Competitor 2
Pathmaker
Competitor 3
Hal
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 Kilo Code
kilocode.ai
Kilo Code is an open source AI agent Visual Studio (VS) Code extension that focuses on enhancing the efficiency of coding. The tool can generate code, automate tasks, and offer practical suggestions.
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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 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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Traffic estimated monthly website traffic
Monthly visits
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1.9Kvisits/mo
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3.4Kvisits/mo
MoM change
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▼ 42.3%
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▼ 10.9%
6-month growth
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-94.4%
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+60.6%
Global rank web
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#4,668,091
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#6,156,551
Avg. last 3 months
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10.5K
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3.9K
Bounce rate lower is better
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34%
0%
39%
Pages / visit
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2.4
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1.1
Visit duration
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19s
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Traffic sources
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KaggleKilo CodePathmakerHal
0186.2K372.3K558.5K744.7KKilo Code · 744.7KKilo Code · 164KKilo Code · 48.6KKilo Code · 16KKilo Code · 33.5KKilo Code · 14.4KKilo Code · 10.5KKilo Code · 26.4KKilo Code · 3.2KKilo Code · 1.9KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4K1001K10K100K1MKilo Code · 744.7KKilo Code · 164KKilo Code · 48.6KKilo Code · 16KKilo Code · 33.5KKilo Code · 14.4KKilo Code · 10.5KKilo Code · 26.4KKilo Code · 3.2KKilo Code · 1.9KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Freemium
Freemium
Starting price
Free
$20per month · free tier available
Free tier
$2,000per month
Free tier
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Free trial
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API access
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Plans
Free Free
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Startups $2,000/mo
Capabilities input → output
Input
CodeData
CodeText
Text
CodeText
Output
CodeData
Code
Text
Apps
Skill level
Intermediate
Advanced
Beginner-friendly
Intermediate
Categories
Development & CodeEducation & LearningResearch & AnalyticsAI Course+2 more
Development & CodeAI Coding Assistant
Education & LearningAI CoachingAI Course
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
5
11
4
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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Coding
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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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Coding in VS Code
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Document chat
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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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Code analysis
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Course creation
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Developer tools
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Development
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Note taking
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Vs code
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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
0
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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.