CodeRabbit vs Amazon SageMaker vs Visual Studio Code vs Devin Review

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

Your tool
CodeRabbit
vs
Competitor 1
Amazon SageMaker
Competitor 2
Visual Studio Code
Competitor 3
Devin Review
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
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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 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 Devin Review
app.devin.ai
Devin Review is the fastest way to truly understand code—especially when it changes
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
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1.6Mvisits/mo
MoM change
▼ 22.7%
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—
▼ 7.9%
6-month growth
+50.4%
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+275.1%
Global rank web
#38,145
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Avg. last 3 months
1.2M
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1.5M
Bounce rate lower is better
49%
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20%
Pages / visit
3.5
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10.0
Visit duration
1m 55s
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7m 17s
Traffic sources
● Direct 73% · ● Referral 24%
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● Direct 60% · ● Referral 39%
CodeRabbitAmazon SageMakerVisual Studio CodeDevin Review
0433.7K867.5K1.3M1.7MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MDevin Review · 279.5KDevin Review · 296KDevin Review · 398KDevin Review · 425.8KDevin Review · 534.2KDevin Review · 794.3KDevin Review · 1.2MDevin Review · 1.7MDevin Review · 1.6M100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MDevin Review · 279.5KDevin Review · 296KDevin Review · 398KDevin Review · 425.8KDevin Review · 534.2KDevin Review · 794.3KDevin Review · 1.2MDevin Review · 1.7MDevin Review · 1.6MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Free
Freemium
Starting price
$24per month
Free
Free
$500per month · free tier available
Free tier
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Free trial
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API access
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Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
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Capabilities input → output
Input
Code
CodeDataText
CodeText
CodeWeb pages
Output
CodeText
CodeData
Code
Text
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Development & CodeAI Code Review
Development & CodeResearch & AnalyticsAI Developer ToolsAI For Data Analytics
Development & CodeAI Coding Assistant
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
13
6
5
Code reviews
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GitHub pull requests
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Code analysis
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Developer tools
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Agents
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Debugging
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Coding
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Coding in VS Code
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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 documentation
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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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Data science
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GitHub
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Jupyter notebooks
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Models management
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AWS
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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
▲ 0
▲ 0
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▲ 0
Saves
0
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0
0
Reviews
0
0
0
0
Prompts
0
0
0
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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.