Liminary vs CodeRabbit vs Augment Code vs Pinster AI

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

Your tool
Liminary
vs
Competitor 1
CodeRabbit
Competitor 2
Augment Code
Competitor 3
Pinster AI
Compare
4 tools · best value per row highlighted
Your tool Liminary
liminary.io
Ever open a browser tab to find something you saved three months ago, only to spend ten minutes hunting through bookmarks
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor Augment Code
augmentcode.com
Augment Code is an agentic software development company whose Cosmos platform runs software agents across the development lifecycle.
Make main Remove
Competitor Pinster AI
pinster.io
Your browser bookmarks become a searchable knowledge base
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
23.3Kvisits/mo
1Mvisits/mo
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MoM change
▼ 18.4%
▼ 22.7%
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6-month growth
-10.4%
+50.4%
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Global rank web
#1,028,276
#38,145
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Avg. last 3 months
24.3K
1.2M
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Bounce rate lower is better
37%
49%
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0%
Pages / visit
2.0
3.5
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Visit duration
51s
1m 55s
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Traffic sources
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● Direct 73% · ● Referral 24%
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LiminaryCodeRabbitAugment CodePinster AI
0331.5K663K994.5K1.3MLiminary · 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 · 1M10K100K1M10MLiminary · 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
Freemium
Paid
Freemium
Starting price
$29per month · free tier available
$24per month
$20per month
$6.99per month · free tier available
Free tier
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Free trial
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API access
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Plans
Explorer FreePro $29/moTeam $50/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Standard $20/moBusiness $100/moEnterprise Custom
Free FreePro $6.99/mo
Capabilities input → output
Input
DocumentsTextWeb pages
Code
CodeText
DocumentsImagesWeb pages
Output
Text
CodeText
Code
Text
Skill level
Intermediate
Intermediate
Advanced
Beginner-friendly
Categories
Education & LearningAI Knowledge Management
Development & CodeAI Code Review
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Education & LearningProductivity & OfficeWriting & ContentAI Files+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
8
6
8
Bookmarking
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Code reviews
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Knowledge bases
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Code testing
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Note taking
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Coding
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GitHub pull requests
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Agents
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Chrome extensions
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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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Document chat
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Knowledge-driven chatting
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Summaries
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Summarizing
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Testing
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Agent creation
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Development
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Digital information management
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Information retrieval
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Web search summaries
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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.