Screenpipe vs CodeRabbit vs Liminary vs Convolut

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

Your tool
Screenpipe
vs
Competitor 1
CodeRabbit
Competitor 2
Liminary
Competitor 3
Convolut
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 CodeRabbit
coderabbit.ai
Automated code review that matters
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
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Competitor Convolut
convolut.app
Convolut functions as a personal AI context bank, solving the problem of repeatedly feeding the same background information to language models
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
1Mvisits/mo
23.3Kvisits/mo
—
MoM change
—
▼ 22.7%
▼ 18.4%
—
6-month growth
—
+50.4%
-10.4%
—
Global rank web
—
#38,145
#1,028,276
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Avg. last 3 months
—
1.2M
24.3K
—
Bounce rate lower is better
—
49%
37%
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Pages / visit
—
3.5
2.0
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Visit duration
—
1m 55s
51s
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Traffic sources
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● Direct 73% · ● Referral 24%
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—
ScreenpipeCodeRabbitLiminaryConvolut
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
$20.83per month · free tier available
$24per month
$29per month · free tier available
$7per month · free tier available
Free tier
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Free trial
–
–
API access
–
–
Plans
Free FreeBasic $20.83/moBusiness $41.67/moEnterprise Custom
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Explorer FreePro $29/moTeam $50/mo
Free FreeBasic $7/moPlus $12/mo
Capabilities input → output
Input
AudioVideo
Code
DocumentsTextWeb pages
DocumentsText
Output
Text
CodeText
Text
Text
Skill level
Advanced
Intermediate
Intermediate
Intermediate
Categories
Education & LearningProductivity & OfficeAI AgentAI Knowledge Management+1 more
Development & CodeAI Code Review
Education & LearningAI Knowledge Management
Education & LearningAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
10
8
6
8
Knowledge bases
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Digital information management
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Note taking
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Bookmarking
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–
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Code reviews
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–
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Context banks
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–
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GitHub pull requests
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–
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Screen recordings
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–
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Agents
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–
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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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–
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Code security analysis
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–
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Code testing
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–
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Context engineering
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–
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Digital memory recall
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–
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Info storing
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–
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MCP
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–
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Prompt management
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–
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Transcription
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–
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APIs
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–
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Development
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–
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Meeting notes
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–
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OCR
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–
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Self hosted
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–
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Web search summaries
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–
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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.