Kaggle vs Visual Studio Code vs Amazon SageMaker vs Pathmaker

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

Your tool
Kaggle
vs
Competitor 1
Visual Studio Code
Competitor 2
Amazon SageMaker
Competitor 3
Pathmaker
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 Visual Studio Code
code.visualstudio.com
Visual Studio Code is a free, open source code editor that runs on Windows, macOS and Linux and now includes built-in AI agents.
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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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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
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Avg. last 3 months
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Bounce rate lower is better
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0%
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Pricing
Model
Free
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Free
Freemium
Starting price
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Free tier
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Free trial
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API access
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Plans
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Capabilities input → output
Input
CodeData
CodeText
CodeDataText
Text
Output
CodeData
Code
CodeData
Text
Skill level
Intermediate
Advanced
Advanced
Beginner-friendly
Categories
Development & CodeEducation & LearningResearch & AnalyticsAI Course+2 more
Development & CodeAI Coding Assistant
Development & CodeResearch & AnalyticsAI Developer ToolsAI For Data Analytics
Education & LearningAI CoachingAI Course
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
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13
11
Developer tools
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Courses
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Data science
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Jupyter notebooks
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Model training
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Agents
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Education
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Coaching
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Coding
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Coding in VS Code
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Curriculum navigation
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Data analysis learning
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Learning paths
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Self-education guidance
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Vs code
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Big data analytics
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Cloud data management
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Data processing
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Machine learning education
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Models management
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Study plans
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Tutoring
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Virtual coaching
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AWS
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Course creation
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Debugging
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Fine-Tuning
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LLM development
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Note taking
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SQL
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Community on aitoolstime
Rating
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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.