Google Colab vs Windsurf

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

Your tool
Google Colab
vs
Competitor 1
Windsurf
Competitor 2
Competitor 3
Suggested competitors for Google Colab: Kaggle82% Vana80% EarthOne79% Amazon SageMaker79% MostlyAI78% Hal78% Alma by Olivares AI77% AirCodum77%
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2 tools · best value per row highlighted
Your tool Google Colab
colab.research.google.com
A data science student needs to train a neural network for her thesis but her laptop overheats after 20 minutes
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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
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29.6Kvisits/mo
MoM change
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▲ 7.8%
6-month growth
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+122.1%
Global rank web
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#1,172,623
Avg. last 3 months
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26.9K
Bounce rate lower is better
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50%
Pages / visit
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1.3
Visit duration
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13s
Traffic sources
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Google ColabWindsurf
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
Freemium
Starting price
Free
$20per month · free tier available
Free tier
Free trial
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–
API access
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Plans
Free FreeProFree Pro Plan for US College Students Free
Free FreePro $20/moMax $200/moTeams $80/mo
Capabilities input → output
Input
CodeData
CodeText
Output
CodeData
Code
Skill level
Advanced
Advanced
Categories
Development & CodeResearch & AnalyticsAI Developer ToolsAI For Data Analytics
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
6
Coding
Agent management
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Agents
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Data science
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Debugging
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Code reviews
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Collaborative research
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Data analysis
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Developer tools
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GPU infrastructure
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GitHub pull requests
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Community on aitoolstime
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Upvotes
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Saves
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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.