Screenpipe vs Liminary vs CodeRabbit vs Confluence

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

Your tool
Screenpipe
vs
Competitor 1
Liminary
Competitor 2
CodeRabbit
Competitor 3
Confluence
Compare
4 tools · best value per row highlighted
Your tool Screenpipe
screenpi.pe
Screenpipe records what appears on your screen and what you hear, turns it into local searchable history, and lets approved AI agents use that history as context.
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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
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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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
Traffic estimated monthly website traffic
Monthly visits
—
23.3Kvisits/mo
1Mvisits/mo
—
MoM change
—
▼ 18.4%
▼ 22.7%
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6-month growth
—
-10.4%
+50.4%
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Global rank web
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#1,028,276
#38,145
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Avg. last 3 months
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24.3K
1.2M
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Bounce rate lower is better
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37%
49%
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Pages / visit
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2.0
3.5
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Visit duration
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51s
1m 55s
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Traffic sources
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● Direct 73% · ● Referral 24%
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ScreenpipeLiminaryCodeRabbitConfluence
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
Freemium
Freemium
Starting price
$20.83per month · free tier available
$29per month · free tier available
$24per month
$5.42per 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
Free FreeBasic $20.83/moBusiness $41.67/moEnterprise Custom
Explorer FreePro $29/moTeam $50/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreeStandard $5.42/moPremium $10.44/moEnterprise Custom
Capabilities input → output
Input
AudioVideo
DocumentsTextWeb pages
Code
DocumentsText
Output
Text
Text
CodeText
DocumentsSlidesText
Skill level
Advanced
Intermediate
Intermediate
Intermediate
Categories
Education & LearningProductivity & OfficeAI AgentAI Knowledge Management+1 more
Education & LearningAI Knowledge Management
Development & CodeAI Code Review
Education & LearningAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
10
6
8
11
Knowledge bases
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Digital information management
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Bookmarking
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–
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Code reviews
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–
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GitHub pull requests
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Screen recordings
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Agents
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Chrome extensions
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–
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Code analysis
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–
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Code documentation
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–
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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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Digital memory recall
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Document creation
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–
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Knowledge
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Knowledge exchange
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MCP
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Summarizing
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Team collaboration
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Transcription
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AI search
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Development
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Document writing
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Knowledge sourcing
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Meeting notes
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Note taking
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OCR
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Self hosted
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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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–
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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.