Constella vs Augment Code vs Screenpipe vs Knowledge Plane

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

Your tool
Constella
vs
Competitor 1
Augment Code
Competitor 2
Screenpipe
Competitor 3
Knowledge Plane
Compare
4 tools · best value per row highlighted
Your tool Constella
constella.app
Opening Constella drops you into a system that ditches the usual file cabinet metaphor entirely
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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 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 Knowledge Plane
knowledgeplane.io
Engineering teams watch their AI tools hallucinate outdated project details
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
7.4Kvisits/mo
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MoM change
▼ 2.5%
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6-month growth
+67.1%
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Global rank web
#1,944,958
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Avg. last 3 months
9.2K
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Bounce rate lower is better
35%
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0%
Pages / visit
5.0
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Visit duration
1m 48s
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Traffic sources
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ConstellaAugment CodeScreenpipeKnowledge Plane
05.4K10.8K16.3K21.7KConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4K1K10K100KConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4KDec '25Jan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Paid
Freemium
Freemium
Starting price
$5.99per month · free tier available
$20per month
$20.83per month · free tier available
$19per month · free tier available
Free tier
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Free trial
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API access
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Plans
Free FreeConstella Beta $5.99/yr
Standard $20/moBusiness $100/moEnterprise Custom
Free FreeBasic $20.83/moBusiness $41.67/moEnterprise Custom
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Capabilities input → output
Input
DocumentsTextWeb pages
CodeText
AudioVideo
CodeDocumentsText
Output
Text
Code
Text
Text
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Education & LearningAI Knowledge Management
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Education & LearningProductivity & OfficeAI AgentAI Knowledge Management+1 more
Education & LearningAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
6
10
12
Knowledge bases
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Digital information management
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Agents
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Code reviews
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Coding
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Knowledge graphs
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Screen recordings
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Agent memory
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Developer tools
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Digital memory recall
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Knowledge
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Knowledge exploration
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Knowledge maps
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Knowledge sourcing
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MCP
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Research
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Testing
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Transcription
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Agent creation
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Code documentation
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Code testing
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Codebase q a
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Knowledge exchange
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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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Slack
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Community on aitoolstime
Rating
no ratings yet
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Upvotes
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Saves
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Reviews
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Prompts
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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.