CodeRabbit vs Amazon Q Developer vs Ellipsis 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 Q Developer
Competitor 2
Ellipsis
Competitor 3
Devin Review
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
Remove
Competitor Amazon Q Developer
aws.amazon.com
AWS coding assistant formerly known as CodeWhisperer
Make main Remove
Competitor Ellipsis
ellipsis.dev
Ellipsis is a managed cloud platform for running coding agents.
Make main Remove
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
62.6Mvisits/mo
—
1.6Mvisits/mo
MoM change
▼ 22.7%
▲ 3.5%
—
▼ 7.9%
6-month growth
+50.4%
+13.3%
—
+275.1%
Global rank web
#38,145
#383
—
—
Avg. last 3 months
1.2M
60.7M
—
1.5M
Bounce rate lower is better
49%
25%
—
20%
Pages / visit
3.5
13.9
—
10.0
Visit duration
1m 55s
10m 30s
—
7m 17s
Traffic sources
● Direct 73% · ● Referral 24%
● Direct 66% · ● Referral 30%
—
● Direct 60% · ● Referral 39%
CodeRabbitAmazon Q DeveloperEllipsisDevin Review
015.6M31.3M46.9M62.6MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MAmazon 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 · 62.6MDevin Review · 279.5KDevin Review · 296KDevin Review · 398KDevin Review · 425.8KDevin Review · 534.2KDevin Review · 794.3KDevin Review · 1.2MDevin Review · 1.7MDevin Review · 1.6M100K1M10M100MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MAmazon 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 · 62.6MDevin 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
Freemium
Paid
Freemium
Starting price
$24per month
$19per month · free tier available
$5,000per month
$500per month · free tier available
Free tier
–
–
Free trial
–
–
API access
–
–
–
Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
—
Managed SaaS Usage-basedYour AWS Account Usage-based
—
Capabilities input → output
Input
Code
CodeText
CodeText
CodeWeb pages
Output
CodeText
Code
Code
Text
Skill level
Intermediate
Intermediate
Advanced
Intermediate
Categories
Development & CodeAI Code Review
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeAI Code Review
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
8
9
9
5
Code reviews
GitHub pull requests
–
Debugging
–
Coding
–
–
Code analysis
–
–
Code documentation
–
–
Code testing
–
–
AWS
–
–
–
Agents
–
–
–
Code refactoring
–
–
–
AWS guidance
–
–
–
Agent creation
–
–
–
Code quality
–
–
–
Code security analysis
–
–
–
Dependency updates
–
–
–
GitHub
–
–
–
AWS management
–
–
–
Agent management
–
–
–
Developer tools
–
–
–
Development
–
–
–
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
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.