CodeRabbit vs GitHub Copilot vs Graphite Agent vs Amazon Q Developer

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

Your tool
CodeRabbit
vs
Competitor 1
GitHub Copilot
Competitor 2
Graphite Agent
Competitor 3
Amazon Q Developer
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Competitor Graphite Agent
graphite.dev
Graphite is an AI code review platform for teams that work on GitHub.
Make main Remove
Competitor Amazon Q Developer
aws.amazon.com
AWS coding assistant formerly known as CodeWhisperer
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
637.9Mvisits/mo
—
62.6Mvisits/mo
MoM change
▼ 22.7%
▲ 3.7%
—
▲ 3.5%
6-month growth
+50.4%
+19.3%
—
+13.3%
Global rank web
#38,145
#49
—
#383
Avg. last 3 months
1.2M
629.7M
—
60.7M
Bounce rate lower is better
49%
36%
—
25%
Pages / visit
3.5
5.9
—
13.9
Visit duration
1m 55s
6m 26s
—
10m 30s
Traffic sources
● Direct 73% · ● Referral 24%
● Direct 83% · ● Referral 15%
—
● Direct 66% · ● Referral 30%
CodeRabbitGitHub CopilotGraphite AgentAmazon Q Developer
0159.5M318.9M478.4M637.9MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MGitHub 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 · 62.6M100K1M10M100M1BCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MGitHub 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 '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$24per month
$4per month · free tier available
$20per month · free tier available
$19per month · free tier available
Free tier
–
Free trial
API access
–
–
–
–
Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreeTeam $4/moEnterprise $21/mo
Hobby FreeStarter $20/moTeam $40/moEnterprise Custom
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Capabilities input → output
Input
Code
CodeText
Code
CodeText
Output
CodeText
Code
CodeText
Code
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Development & CodeAI Code Review
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeAI Code Review
Development & CodeAI Code ReviewAI Coding Assistant
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
8
9
8
9
Code reviews
Coding
–
–
GitHub pull requests
–
–
Code documentation
–
–
Debugging
–
–
Agents
–
–
Code quality
–
–
Code testing
–
–
AWS
–
–
–
Code autocompletion
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–
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Code refactoring
–
–
–
AWS guidance
–
–
–
Code analysis
–
–
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Code security analysis
–
–
–
Coding in VS Code
–
–
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Vs code
–
–
–
AWS management
–
–
–
Agent management
–
–
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CI/CD advice
–
–
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Code validation
–
–
–
Developer tools
–
–
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Development
–
–
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GitHub management
–
–
–
Terminal
–
–
–
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
–
–
–
–

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.