Kaggle vs Kilo Code vs Hal vs Amazon SageMaker

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
Hal
Competitor 3
Amazon SageMaker
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 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 Amazon SageMaker
aws.amazon.com
Amazon SageMaker is AWS's service for data, analytics and AI in one place.
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Traffic estimated monthly website traffic
Monthly visits
—
1.9Kvisits/mo
3.4Kvisits/mo
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MoM change
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▼ 42.3%
▼ 10.9%
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6-month growth
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-94.4%
+60.6%
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Global rank web
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#4,668,091
#6,156,551
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Avg. last 3 months
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10.5K
3.9K
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Bounce rate lower is better
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34%
39%
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Pages / visit
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2.4
1.1
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Visit duration
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19s
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Traffic sources
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KaggleKilo CodeHalAmazon SageMaker
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
Free
Starting price
Free
$20per month · free tier available
$2,000per month
Free
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
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Capabilities input → output
Input
CodeData
CodeText
CodeText
CodeDataText
Output
CodeData
Code
Apps
CodeData
Skill level
Intermediate
Advanced
Intermediate
Advanced
Categories
Development & CodeEducation & LearningResearch & AnalyticsAI Course+2 more
Development & CodeAI Coding Assistant
Development & CodeAI Developer Tools
Development & CodeResearch & AnalyticsAI Developer ToolsAI For Data Analytics
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
5
4
13
Data science
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Jupyter notebooks
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Model training
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Developer tools
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Chatbot building
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Chatbots
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Coding
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Data analysis learning
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APIs
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Big data analytics
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Cloud data management
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Coding in VS Code
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Courses
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Data processing
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Document chat
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Machine learning education
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Models management
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AWS
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Agents
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Code analysis
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Development
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Education
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Fine-Tuning
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LLM development
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SQL
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Vs code
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
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.