Kaggle vs Runcell vs LabEx vs Amazon SageMaker

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
LabEx
Competitor 3
Amazon SageMaker
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 LabEx
labex.io
You're learning Linux commands or Kubernetes deployments through actual terminal sessions and live environments
Make main Remove
Competitor Amazon SageMaker
aws.amazon.com
Amazon SageMaker is AWS's service for data, analytics and AI in one place.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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176.9Kvisits/mo
1.1Mvisits/mo
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MoM change
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▲ 4.1%
▼ 0.5%
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6-month growth
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+13.2%
-5.2%
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Global rank web
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#279,476
#47,847
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Avg. last 3 months
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168.7K
1.2M
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Bounce rate lower is better
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45%
46%
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Pages / visit
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1.8
3.6
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Visit duration
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45s
3m 32s
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Traffic sources
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● Direct 73% · ● Referral 27%
● Direct 84% · ● Referral 12%
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KaggleRuncellLabExAmazon SageMaker
0360.8K721.6K1.1M1.4MRuncell · 52KRuncell · 99.5KRuncell · 144.1KRuncell · 154KRuncell · 156.3KRuncell · 140.4KRuncell · 170.3KRuncell · 159.2KRuncell · 170KRuncell · 176.9KLabEx · 1.4MLabEx · 1.4MLabEx · 1.4MLabEx · 1.2MLabEx · 1.1MLabEx · 1MLabEx · 1.1MLabEx · 1.3MLabEx · 1.1MLabEx · 1.1M10K100K1M10MRuncell · 52KRuncell · 99.5KRuncell · 144.1KRuncell · 154KRuncell · 156.3KRuncell · 140.4KRuncell · 170.3KRuncell · 159.2KRuncell · 170KRuncell · 176.9KLabEx · 1.4MLabEx · 1.4MLabEx · 1.4MLabEx · 1.2MLabEx · 1.1MLabEx · 1MLabEx · 1.1MLabEx · 1.3MLabEx · 1.1MLabEx · 1.1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Freemium
Free
Starting price
Free
$20per month · free tier available
$99.9per 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
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Capabilities input → output
Input
CodeData
DataText
CodeText
CodeDataText
Output
CodeData
CodeData
Text
CodeData
Skill level
Intermediate
Advanced
Intermediate
Advanced
Categories
Development & CodeEducation & LearningResearch & AnalyticsAI Course+2 more
Development & CodeResearch & AnalyticsAI Coding AssistantAI For Data Analytics
Education & LearningAI Course
Development & CodeResearch & AnalyticsAI Developer ToolsAI For Data Analytics
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
6
6
13
Jupyter notebooks
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Data science
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Model training
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Coding
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Courses
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Developer tools
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Education
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Data analysis
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Data analysis learning
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Tech learning
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Big data analytics
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Cloud data management
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Code explanations
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Cybersecurity education
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Data processing
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Linux
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Machine learning education
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Models management
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Python code debugging
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AWS
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Agents
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Fine-Tuning
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LLM development
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SQL
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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.