Kaggle vs edCode vs Runcell vs EarthOne

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

Your tool
Kaggle
vs
Competitor 1
EedCode
Competitor 2
Runcell
Competitor 3
EarthOne
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 EedCode
edcodee.vercel.app
Most AI tools won't walk you through building actual projects step by step
Make main Remove
Competitor Runcell
runcell.dev
Make main Remove
Competitor EarthOne
earthdaily.com
EarthOne is a fully hosted geospatial machine learning platform from EarthDaily Analytics, the company that absorbed Descartes Labs.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
117visits/mo
176.9Kvisits/mo
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MoM change
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▼ 74.5%
▲ 4.1%
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6-month growth
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+13.2%
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Global rank web
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#279,476
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Avg. last 3 months
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191
168.7K
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Bounce rate lower is better
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90%
45%
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Pages / visit
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1.0
1.8
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Visit duration
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45s
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Traffic sources
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● Direct 73% · ● Referral 27%
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KaggleedCodeRuncellEarthOne
044.2K88.4K132.7K176.9KedCode · 235edCode · 88edCode · 458edCode · 117Runcell · 52KRuncell · 99.5KRuncell · 144.1KRuncell · 154KRuncell · 156.3KRuncell · 140.4KRuncell · 170.3KRuncell · 159.2KRuncell · 170KRuncell · 176.9K101001K10K100K1MedCode · 235edCode · 88edCode · 458edCode · 117Runcell · 52KRuncell · 99.5KRuncell · 144.1KRuncell · 154KRuncell · 156.3KRuncell · 140.4KRuncell · 170.3KRuncell · 159.2KRuncell · 170KRuncell · 176.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Freemium
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Starting price
Free
$8per month · free tier available
$20per month · free tier available
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Free tier
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Free trial
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API access
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Plans
Free Free
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Hobby FreePro $20/moPro+ $60/moUltra $200/mo+1 more
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Capabilities input → output
Input
CodeData
CodeText
DataText
CodeDataImages
Output
CodeData
Text
CodeData
Data
Skill level
Intermediate
Intermediate
Advanced
Advanced
Categories
Development & CodeEducation & LearningResearch & AnalyticsAI Course+2 more
Business & MarketingEducation & LearningAI CourseAI Interview Assistant
Development & CodeResearch & AnalyticsAI Coding AssistantAI For Data Analytics
Development & CodeResearch & AnalyticsAI Developer ToolsAI For Data Analytics
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
11
6
8
Data science
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Jupyter notebooks
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Coding
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Courses
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Model training
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Developer tools
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Data analysis
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Data analysis learning
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Geospatial analysis
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Interview preparation
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Learning to code
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Tech interview preparation
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Code explanations
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Coding challenges
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Geospatial exploration
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Interactive code learning
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Interview simulation
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Machine learning education
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Python code debugging
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Agriculture
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Big data analytics
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Coding instructor
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Data integration
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Education
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Interview feedback
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Tech interview coaching
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
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.