Screenpipe vs edCode vs Glean vs Liminary

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

Your tool
Screenpipe
vs
Competitor 1
EedCode
Competitor 2
Glean
Competitor 3
Liminary
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 EedCode
edcodee.vercel.app
Most AI tools won't walk you through building actual projects step by step
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Competitor Glean
glean.com
Glean is an enterprise AI platform that connects to company apps and data to provide search, an AI assistant and agents.
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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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Traffic estimated monthly website traffic
Monthly visits
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117visits/mo
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23.3Kvisits/mo
MoM change
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▼ 74.5%
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▼ 18.4%
6-month growth
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-10.4%
Global rank web
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#1,028,276
Avg. last 3 months
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191
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24.3K
Bounce rate lower is better
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90%
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37%
Pages / visit
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1.0
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2.0
Visit duration
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51s
Traffic sources
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ScreenpipeedCodeGleanLiminary
09.3K18.6K27.9K37.2KedCode · 235edCode · 88edCode · 458edCode · 117Liminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3K101001K10K100KedCode · 235edCode · 88edCode · 458edCode · 117Liminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KNov '25Jan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
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Freemium
Starting price
$20.83per month · free tier available
$8per month · free tier available
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$29per month · free tier available
Free tier
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Free trial
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API access
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Plans
Free FreeBasic $20.83/moBusiness $41.67/moEnterprise Custom
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Explorer FreePro $29/moTeam $50/mo
Capabilities input → output
Input
AudioVideo
CodeText
DataDocumentsText
DocumentsTextWeb pages
Output
Text
Text
Text
Text
Skill level
Advanced
Intermediate
Intermediate
Intermediate
Categories
Education & LearningProductivity & OfficeAI AgentAI Knowledge Management+1 more
Business & MarketingEducation & LearningAI CourseAI Interview Assistant
Education & LearningProductivity & OfficeAI AgentAI Assistant+1 more
Education & LearningAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
10
11
10
6
Knowledge bases
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Digital information management
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Agents
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AI search
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Bookmarking
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Interview preparation
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Learning to code
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Screen recordings
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Tech interview preparation
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Agent creation
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Agent management
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Business productivity
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Chrome extensions
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Coding
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Coding challenges
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Courses
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Digital memory recall
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Interactive code learning
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Interview simulation
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Knowledge
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MCP
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Transcription
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Coding instructor
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Interview feedback
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Knowledge sourcing
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Meeting notes
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Model routing
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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
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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.