GitHub Copilot vs Amazon SageMaker vs CodeRabbit

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

Your tool
GitHub Copilot
vs
Competitor 1
Amazon SageMaker
Competitor 2
CodeRabbit
Competitor 3
Suggested competitors for GitHub Copilot: Cursor90% Windsurf88% Sourcegraph Cody82% Continue82% Claude Code82% Tabnine80% OpenAI Codex80% Devin80%
Compare
3 tools · best value per row highlighted
Your tool GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
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Competitor Amazon SageMaker
aws.amazon.com
Amazon SageMaker is AWS's service for data, analytics and AI in one place.
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
637.9Mvisits/mo
—
1Mvisits/mo
MoM change
▲ 3.7%
—
▼ 22.7%
6-month growth
+19.3%
—
+50.4%
Global rank web
#49
—
#38,145
Avg. last 3 months
629.7M
—
1.2M
Bounce rate lower is better
36%
—
49%
Pages / visit
5.9
—
3.5
Visit duration
6m 26s
—
1m 55s
Traffic sources
● Direct 83% · ● Referral 15%
—
● Direct 73% · ● Referral 24%
GitHub CopilotAmazon SageMakerCodeRabbit
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 · 637.9MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M100K1M10M100M1BGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Starting price
$4per month · free tier available
Free
$24per month
Free tier
–
Free trial
–
API access
–
–
Plans
Free FreeTeam $4/moEnterprise $21/mo
—
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Capabilities input → output
Input
CodeText
CodeDataText
Code
Output
Code
CodeData
CodeText
Skill level
Intermediate
Advanced
Intermediate
Categories
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeResearch & AnalyticsAI Developer ToolsAI For Data Analytics
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
13
8
Code reviews
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Agents
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Code autocompletion
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–
Coding
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–
GitHub pull requests
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–
Model training
–
–
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 quality
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–
Code security analysis
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–
Code testing
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–
Coding in VS Code
–
–
Data processing
–
–
Data science
–
–
Developer tools
–
–
Jupyter notebooks
–
–
Models management
–
–
Vs code
–
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AWS
–
–
Agent management
–
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Debugging
–
–
Development
–
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Fine-Tuning
–
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LLM development
–
–
SQL
–
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Terminal
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–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
2
0
0
Verified listing
–
–
–

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.