Kaggle vs Runcell vs Visual Studio 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
Runcell
Competitor 2
Visual Studio Code
Competitor 3
Windsurf
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 Runcell
runcell.dev
Make main Remove
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.
Make main Remove
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.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
176.9Kvisits/mo
—
29.6Kvisits/mo
MoM change
—
▲ 4.1%
—
▲ 7.8%
6-month growth
—
+13.2%
—
+122.1%
Global rank web
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#279,476
—
#1,172,623
Avg. last 3 months
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168.7K
—
26.9K
Bounce rate lower is better
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45%
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50%
Pages / visit
—
1.8
—
1.3
Visit duration
—
45s
—
13s
Traffic sources
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● Direct 73% · ● Referral 27%
—
—
KaggleRuncellVisual Studio CodeWindsurf
044.2K88.4K132.7K176.9KRuncell · 52KRuncell · 99.5KRuncell · 144.1KRuncell · 154KRuncell · 156.3KRuncell · 140.4KRuncell · 170.3KRuncell · 159.2KRuncell · 170KRuncell · 176.9KWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6K10K100K1MRuncell · 52KRuncell · 99.5KRuncell · 144.1KRuncell · 154KRuncell · 156.3KRuncell · 140.4KRuncell · 170.3KRuncell · 159.2KRuncell · 170KRuncell · 176.9KWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Free
Freemium
Starting price
Free
$20per month · free tier available
Free
$20per month · free tier available
Free tier
Free trial
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–
–
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API access
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Plans
Free Free
Hobby FreePro $20/moPro+ $60/moUltra $200/mo+1 more
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Free FreePro $20/moMax $200/moTeams $80/mo
Capabilities input → output
Input
CodeData
DataText
CodeText
CodeText
Output
CodeData
CodeData
Code
Code
Skill level
Intermediate
Advanced
Advanced
Advanced
Categories
Development & CodeEducation & LearningResearch & AnalyticsAI Course+2 more
Development & CodeResearch & AnalyticsAI Coding AssistantAI For Data Analytics
Development & CodeAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
6
6
8
Coding
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Developer tools
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Jupyter notebooks
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Agents
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Data science
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Debugging
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Agent management
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Code autocompletion
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–
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Coding in VS Code
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–
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Data analysis
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–
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Data analysis learning
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–
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Vs code
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–
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Code explanations
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Courses
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Machine learning education
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Model training
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Python code debugging
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Code reviews
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Education
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GitHub pull requests
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 1
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
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.