Kaggle vs Augment Code vs Windsurf

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

Your tool
Kaggle
vs
Competitor 1
Augment Code
Competitor 2
Windsurf
Competitor 3
Suggested competitors for Kaggle: Google Colab82% Amazon SageMaker78% DataCamp76% EarthOne76% Amazon SageMaker JumpStart74% MostlyAI74% Pathmaker71% Livedocs71%
Compare
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 Augment Code
augmentcode.com
Augment Code is an agentic software development company whose Cosmos platform runs software agents across the development lifecycle.
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Competitor Windsurf
windsurf.com
Windsurf, which now appears on the web as Devin Desktop, is a desktop code editor that doubles as a control room for coding agents.
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Traffic estimated monthly website traffic
Monthly visits
—
—
29.6Kvisits/mo
MoM change
—
—
▲ 7.8%
6-month growth
—
—
+122.1%
Global rank web
—
—
#1,172,623
Avg. last 3 months
—
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26.9K
Bounce rate lower is better
—
—
50%
Pages / visit
—
—
1.3
Visit duration
—
—
13s
Traffic sources
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—
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KaggleAugment CodeWindsurf
07.4K14.8K22.2K29.6KWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6K10K100KWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Free
Paid
Freemium
Starting price
Free
$20per month
$20per month · free tier available
Free tier
–
Free trial
–
–
–
API access
–
–
Plans
Free Free
Standard $20/moBusiness $100/moEnterprise Custom
Free FreePro $20/moMax $200/moTeams $80/mo
Capabilities input → output
Input
CodeData
CodeText
CodeText
Output
CodeData
Code
Code
Skill level
Intermediate
Advanced
Advanced
Categories
Development & CodeEducation & LearningResearch & AnalyticsAI Course+2 more
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
6
8
Coding
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Agents
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Code reviews
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Developer tools
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Agent management
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–
Code autocompletion
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–
Data analysis learning
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–
Data science
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–
Jupyter notebooks
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–
Courses
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–
Debugging
–
–
Machine learning education
–
–
Model training
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–
Testing
–
–
Agent creation
–
–
Code testing
–
–
Education
–
–
GitHub pull requests
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–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
Saves
0
0
0
Reviews
0
0
0
Prompts
0
0
0
Verified listing
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–
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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.