Knowledge Plane vs Pieces vs Fabric vs Guru

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

Your tool
Knowledge Plane
vs
Competitor 1
Pieces
Competitor 2
Fabric
Competitor 3
Guru
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Engineering teams watch their AI tools hallucinate outdated project details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 Pieces
pieces.app
Your personal AI coding assistant that remembers everything
Make main Remove
Competitor Fabric
fabric.so
Make main Remove
Competitor Guru
getguru.com
Guru is a governed knowledge layer for enterprise AI that structures, verifies and continuously improves company knowledge so every person and AI tool receives answers they can trust.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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169.6Kvisits/mo
173.7Kvisits/mo
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MoM change
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▼ 5.9%
▼ 3.2%
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6-month growth
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-16.0%
-31.7%
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Global rank web
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#248,413
#212,025
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Avg. last 3 months
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176.5K
183.1K
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Bounce rate lower is better
0%
44%
40%
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Pages / visit
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2.2
3.3
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Visit duration
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45s
1m 07s
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Traffic sources
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● Direct 68% · ● Referral 30%
● Direct 87% · ● Referral 10%
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Knowledge PlanePiecesFabricGuru
077.6K155.2K232.7K310.3KPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KFabric · 215.5KFabric · 241.9KFabric · 253.6KFabric · 240.2KFabric · 254.4KFabric · 233.4KFabric · 277.4KFabric · 196.2KFabric · 179.4KFabric · 173.7K100K1MPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KFabric · 215.5KFabric · 241.9KFabric · 253.6KFabric · 240.2KFabric · 254.4KFabric · 233.4KFabric · 277.4KFabric · 196.2KFabric · 179.4KFabric · 173.7KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free Trial
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Starting price
$19per month · free tier available
$18.99per month
$8per month
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Free tier
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Free trial
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API access
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Plans
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Pro $18.99/moEnterprise $22.99/mo
Pro $8/moPlus $18/moPlan 3 $54/moPlan 4 $96/mo+1 more
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Capabilities input → output
Input
CodeDocumentsText
AudioCodeText
AudioDocumentsTextWeb pages
DocumentsText
Output
Text
Text
Text
Text
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Education & LearningAI Knowledge Management
Development & CodeEducation & LearningProductivity & OfficeAI Assistant+2 more
Education & LearningProductivity & OfficeAI AssistantAI Files+1 more
Education & LearningAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
12
5
5
8
Knowledge bases
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Digital information management
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Knowledge
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Knowledge sourcing
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Code documentation
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Code snippets
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Knowledge graphs
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Agent memory
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Coding
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Developer tools
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Files
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Knowledge maps
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Knowledge optimization
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AI search
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Business productivity
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Codebase q a
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Document creation
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File sharing
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Idea management
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Knowledge exchange
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Knowledge exploration
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Note taking
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Slack
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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Saves
0
0
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Reviews
0
0
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Prompts
0
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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.