Knowledge Plane vs CodeRabbit vs Confluence vs Liminary

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

Your tool
Knowledge Plane
vs
Competitor 1
CodeRabbit
Competitor 2
Confluence
Competitor 3
Liminary
Compare
4 tools · best value per row highlighted
Your tool Knowledge Plane
knowledgeplane.io
Engineering teams watch their AI tools hallucinate outdated project details
Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor Confluence
atlassian.com
Confluence is Atlassian's AI-assisted workspace for ideas, docs and company knowledge, where teams write, organize and find information together.
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
Traffic estimated monthly website traffic
Monthly visits
—
1Mvisits/mo
—
23.3Kvisits/mo
MoM change
—
▼ 22.7%
—
▼ 18.4%
6-month growth
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+50.4%
—
-10.4%
Global rank web
—
#38,145
—
#1,028,276
Avg. last 3 months
—
1.2M
—
24.3K
Bounce rate lower is better
0%
49%
—
37%
Pages / visit
—
3.5
—
2.0
Visit duration
—
1m 55s
—
51s
Traffic sources
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● Direct 73% · ● Referral 24%
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—
Knowledge PlaneCodeRabbitConfluenceLiminary
0331.5K663K994.5K1.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3K10K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$19per month · free tier available
$24per month
$5.42per month · free tier available
$29per month · free tier available
Free tier
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Free trial
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API access
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–
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Plans
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Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreeStandard $5.42/moPremium $10.44/moEnterprise Custom
Explorer FreePro $29/moTeam $50/mo
Capabilities input → output
Input
CodeDocumentsText
Code
DocumentsText
DocumentsTextWeb pages
Output
Text
CodeText
DocumentsSlidesText
Text
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Education & LearningAI Knowledge Management
Development & CodeAI Code Review
Education & LearningAI Knowledge Management
Education & LearningAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
12
8
11
6
Knowledge bases
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Digital information management
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Knowledge
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Code documentation
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Knowledge exchange
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Knowledge sourcing
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Bookmarking
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Code reviews
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GitHub pull requests
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Knowledge graphs
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Agent memory
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–
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Chrome extensions
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–
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Code analysis
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Code quality
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Code security analysis
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Code testing
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Confluence assistance
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Developer tools
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Document creation
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Knowledge maps
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Summarizing
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Team collaboration
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AI search
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Codebase q a
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Development
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Document writing
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Note taking
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Slack
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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
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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.