Amazon Q Developer vs Stacks vs Liminary vs CodeRabbit

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

Your tool
Amazon Q Developer
vs
Competitor 1
Stacks
Competitor 2
Liminary
Competitor 3
CodeRabbit
Compare
4 tools · best value per row highlighted
Your tool Amazon Q Developer
aws.amazon.com
AWS coding assistant formerly known as CodeWhisperer
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Competitor Stacks
betterstacks.com
Stacks is a personal AI workspace that gathers what you find online into one searchable place.
Make main Remove
Competitor Liminary
liminary.io
Ever open a browser tab to find something you saved three months ago, only to spend ten minutes hunting through bookmarks
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
62.6Mvisits/mo
6.3Kvisits/mo
23.3Kvisits/mo
1Mvisits/mo
MoM change
▲ 3.5%
▼ 8.4%
▼ 18.4%
▼ 22.7%
6-month growth
+13.3%
-50.8%
-10.4%
+50.4%
Global rank web
#383
#3,182,249
#1,028,276
#38,145
Avg. last 3 months
60.7M
6.1K
24.3K
1.2M
Bounce rate lower is better
25%
41%
37%
49%
Pages / visit
13.9
1.7
2.0
3.5
Visit duration
10m 30s
6s
51s
1m 55s
Traffic sources
● Direct 66% · ● Referral 30%
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—
● Direct 73% · ● Referral 24%
Amazon Q DeveloperStacksLiminaryCodeRabbit
015.6M31.3M46.9M62.6MAmazon 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 · 62.6MStacks · 7KStacks · 12.2KStacks · 12.8KStacks · 8.7KStacks · 5.7KStacks · 5.1KStacks · 6.8KStacks · 6.3KLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M1K10K100K1M10M100MAmazon 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 · 62.6MStacks · 7KStacks · 12.2KStacks · 12.8KStacks · 8.7KStacks · 5.7KStacks · 5.1KStacks · 6.8KStacks · 6.3KLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
Freemium
Starting price
$19per month · free tier available
$9per month
$29per month · free tier available
$24per month
Free tier
–
–
Free trial
–
API access
–
–
–
–
Plans
—
Be Productive $89/yrBe Collaborative $199/yrBe Creative $349/yr
Explorer FreePro $29/moTeam $50/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Capabilities input → output
Input
CodeText
DocumentsTextWeb pages
DocumentsTextWeb pages
Code
Output
Code
Text
Text
CodeText
Skill level
Intermediate
Beginner-friendly
Intermediate
Intermediate
Categories
Development & CodeAI Code ReviewAI Coding Assistant
Education & LearningProductivity & OfficeAI FilesAI Knowledge Management
Education & LearningAI Knowledge Management
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
6
6
8
Bookmarking
–
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Code reviews
–
–
Knowledge bases
–
–
Chrome extensions
–
–
Code documentation
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Digital information management
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Code testing
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Note taking
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–
AWS
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–
–
Code refactoring
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Coding
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–
Debugging
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GitHub pull requests
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–
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AWS guidance
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Code analysis
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Code quality
–
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Code security analysis
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–
–
AWS management
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–
Development
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Knowledge exploration
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–
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Web search summaries
–
–
–
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
–
–
–
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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.