Kaggle vs GitHub Copilot vs Amazon Q Developer 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
GitHub Copilot
Competitor 2
Amazon Q Developer
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.
Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Competitor Amazon Q Developer
aws.amazon.com
AWS coding assistant formerly known as CodeWhisperer
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
—
637.9Mvisits/mo
62.6Mvisits/mo
—
MoM change
—
▲ 3.7%
▲ 3.5%
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6-month growth
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+19.3%
+13.3%
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Global rank web
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#49
#383
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Avg. last 3 months
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629.7M
60.7M
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Bounce rate lower is better
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36%
25%
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Pages / visit
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5.9
13.9
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Visit duration
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6m 26s
10m 30s
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Traffic sources
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● Direct 83% · ● Referral 15%
● Direct 66% · ● Referral 30%
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KaggleGitHub CopilotAmazon Q DeveloperAmazon SageMaker
0159.5M318.9M478.4M637.9MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MAmazon Q Developer · 58.7MAmazon Q Developer · 56.5MAmazon Q Developer · 56.6MAmazon Q Developer · 55.3MAmazon Q Developer · 61.1MAmazon Q Developer · 62.3MAmazon Q Developer · 59.1MAmazon Q Developer · 60.5MAmazon Q Developer · 62.6M10M100M1BGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MAmazon Q Developer · 58.7MAmazon Q Developer · 56.5MAmazon Q Developer · 56.6MAmazon Q Developer · 55.3MAmazon Q Developer · 61.1MAmazon Q Developer · 62.3MAmazon Q Developer · 59.1MAmazon Q Developer · 60.5MAmazon Q Developer · 62.6MNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Free
Freemium
Freemium
Free
Starting price
Free
$4per month · free tier available
$19per month · free tier available
Free
Free tier
Free trial
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API access
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Plans
Free Free
Free FreeTeam $4/moEnterprise $21/mo
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Capabilities input → output
Input
CodeData
CodeText
CodeText
CodeDataText
Output
CodeData
Code
Code
CodeData
Skill level
Intermediate
Intermediate
Intermediate
Advanced
Categories
Development & CodeEducation & LearningResearch & AnalyticsAI Course+2 more
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeResearch & AnalyticsAI Developer ToolsAI For Data Analytics
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
9
9
13
Coding
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Data science
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Jupyter notebooks
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Model training
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AWS
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Code reviews
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Debugging
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Agents
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Developer tools
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Code autocompletion
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Code refactoring
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Data analysis learning
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AWS guidance
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Big data analytics
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Cloud data management
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Code documentation
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Coding in VS Code
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Courses
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Data processing
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Machine learning education
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Models management
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Vs code
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AWS management
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Agent management
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Code testing
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Education
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Fine-Tuning
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LLM development
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SQL
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Terminal
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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
2
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.