Kaggle vs Runcell vs GitHub Copilot vs Visual Studio Code

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
GitHub Copilot
Competitor 3
Visual Studio Code
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.
Remove
Competitor Runcell
runcell.dev
Make main Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
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
Traffic estimated monthly website traffic
Monthly visits
—
176.9Kvisits/mo
637.9Mvisits/mo
—
MoM change
—
▲ 4.1%
▲ 3.7%
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6-month growth
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+13.2%
+19.3%
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Global rank web
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#279,476
#49
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Avg. last 3 months
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168.7K
629.7M
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Bounce rate lower is better
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45%
36%
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Pages / visit
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1.8
5.9
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Visit duration
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45s
6m 26s
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Traffic sources
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● Direct 73% · ● Referral 27%
● Direct 83% · ● Referral 15%
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KaggleRuncellGitHub CopilotVisual Studio Code
0159.5M318.9M478.4M637.9MRuncell · 52KRuncell · 99.5KRuncell · 144.1KRuncell · 154KRuncell · 156.3KRuncell · 140.4KRuncell · 170.3KRuncell · 159.2KRuncell · 170KRuncell · 176.9KGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9M10K100K1M10M100M1BRuncell · 52KRuncell · 99.5KRuncell · 144.1KRuncell · 154KRuncell · 156.3KRuncell · 140.4KRuncell · 170.3KRuncell · 159.2KRuncell · 170KRuncell · 176.9KGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Freemium
Free
Starting price
Free
$20per month · free tier available
$4per month · free tier available
Free
Free tier
Free trial
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API access
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Plans
Free Free
Hobby FreePro $20/moPro+ $60/moUltra $200/mo+1 more
Free FreeTeam $4/moEnterprise $21/mo
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Capabilities input → output
Input
CodeData
DataText
CodeText
CodeText
Output
CodeData
CodeData
Code
Code
Skill level
Intermediate
Advanced
Intermediate
Advanced
Categories
Development & CodeEducation & LearningResearch & AnalyticsAI Course+2 more
Development & CodeResearch & AnalyticsAI Coding AssistantAI For Data Analytics
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
6
4
4
Coding
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Data science
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Developer tools
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Coding in VS Code
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Data analysis
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Data analysis learning
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Jupyter notebooks
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Vs code
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Agents
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Code explanations
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Code reviews
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Courses
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Python code debugging
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Agent management
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Education
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
2
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.