Amazon Q Developer vs CometAPI vs CodeRabbit vs GitHub Copilot

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

Your tool
Amazon Q Developer
vs
Competitor 1
CometAPI
Competitor 2
CodeRabbit
Competitor 3
GitHub Copilot
Compare
4 tools · best value per row highlighted
Your tool Amazon Q Developer
aws.amazon.com
AWS coding assistant formerly known as CodeWhisperer
Remove
Competitor CometAPI
cometapi.com
CometAPI functions as an aggregation layer that sits between your application and hundreds of AI model providers
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
62.6Mvisits/mo
302.3Kvisits/mo
1Mvisits/mo
637.9Mvisits/mo
MoM change
▲ 3.5%
▲ 9.9%
▼ 22.7%
▲ 3.7%
6-month growth
+13.3%
-16.5%
+50.4%
+19.3%
Global rank web
#383
#157,147
#38,145
#49
Avg. last 3 months
60.7M
295.7K
1.2M
629.7M
Bounce rate lower is better
25%
46%
49%
36%
Pages / visit
13.9
2.9
3.5
5.9
Visit duration
10m 30s
38s
1m 55s
6m 26s
Traffic sources
● Direct 66% · ● Referral 30%
● Direct 69% · ● Referral 30%
● Direct 73% · ● Referral 24%
● Direct 83% · ● Referral 15%
Amazon Q DeveloperCometAPICodeRabbitGitHub Copilot
0159.5M318.9M478.4M637.9MAmazon 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 · 62.6MCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3KCodeRabbit · 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 · 637.9M100K1M10M100M1BAmazon 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 · 62.6MCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3KCodeRabbit · 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 · 637.9MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$19per month · free tier available
$4per month · free tier available
$24per month
$4per month · free tier available
Free tier
–
Free trial
API access
–
–
–
Plans
—
Free Trial FreePay-as-you-go Custom/usage-basedEnterprise Custom/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreeTeam $4/moEnterprise $21/mo
Capabilities input → output
Input
CodeText
ImagesText
Code
CodeText
Output
Code
ImagesTextVideo
CodeText
Code
Skill level
Intermediate
Advanced
Intermediate
Intermediate
Categories
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeAI API
Development & CodeAI Code Review
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
6
8
4
Code reviews
–
Coding
–
–
Code documentation
–
–
Code testing
–
–
APIs
–
–
–
AWS
–
–
–
Code refactoring
–
–
–
Debugging
–
–
–
GitHub pull requests
–
–
–
LLM gateway
–
–
–
API integrations
–
–
–
AWS guidance
–
–
–
Agents
–
–
–
Code analysis
–
–
–
Code quality
–
–
–
Code security analysis
–
–
–
Developer tools
–
–
–
AWS management
–
–
–
Agent management
–
–
–
Development
–
–
–
Image generation
–
–
–
Video generation
–
–
–
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
0
0
2
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.