Visual Studio Code vs CodeRabbit vs Amazon SageMaker vs Runcell

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

Your tool
Visual Studio Code
vs
Competitor 1
CodeRabbit
Competitor 2
Amazon SageMaker
Competitor 3
Runcell
Compare
4 tools · best value per row highlighted
Your tool 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.
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor Amazon SageMaker
aws.amazon.com
Amazon SageMaker is AWS's service for data, analytics and AI in one place.
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Competitor Runcell
runcell.dev
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
1Mvisits/mo
—
176.9Kvisits/mo
MoM change
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▼ 22.7%
—
▲ 4.1%
6-month growth
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+50.4%
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+13.2%
Global rank web
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#38,145
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#279,476
Avg. last 3 months
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1.2M
—
168.7K
Bounce rate lower is better
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49%
—
45%
Pages / visit
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3.5
—
1.8
Visit duration
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1m 55s
—
45s
Traffic sources
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● Direct 73% · ● Referral 24%
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● Direct 73% · ● Referral 27%
Visual Studio CodeCodeRabbitAmazon SageMakerRuncell
0331.5K663K994.5K1.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MRuncell · 52KRuncell · 99.5KRuncell · 144.1KRuncell · 154KRuncell · 156.3KRuncell · 140.4KRuncell · 170.3KRuncell · 159.2KRuncell · 170KRuncell · 176.9K10K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MRuncell · 52KRuncell · 99.5KRuncell · 144.1KRuncell · 154KRuncell · 156.3KRuncell · 140.4KRuncell · 170.3KRuncell · 159.2KRuncell · 170KRuncell · 176.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Free
Freemium
Starting price
Free
$24per month
Free
$20per month · free tier available
Free tier
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Free trial
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–
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API access
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Plans
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Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
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Hobby FreePro $20/moPro+ $60/moUltra $200/mo+1 more
Capabilities input → output
Input
CodeText
Code
CodeDataText
DataText
Output
Code
CodeText
CodeData
CodeData
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Coding Assistant
Development & CodeAI Code Review
Development & CodeResearch & AnalyticsAI Developer ToolsAI For Data Analytics
Development & CodeResearch & AnalyticsAI Coding AssistantAI For Data Analytics
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
8
13
6
Coding
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Jupyter notebooks
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Developer tools
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Agents
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Data science
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Code reviews
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Coding in VS Code
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Data analysis
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GitHub pull requests
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Model training
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Vs code
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Big data analytics
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Cloud data management
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Code analysis
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Code documentation
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Code explanations
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Code quality
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Code security analysis
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Code testing
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Data processing
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Models management
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Python code debugging
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AWS
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Debugging
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Development
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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
0
0
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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.