Knowledge Plane vs Pieces vs Cursor vs Cerebro

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
Cursor
Competitor 3
Cerebro
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Engineering teams watch their AI tools hallucinate outdated project details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 Cursor
cursor.sh
Code editor that actually understands your codebase
Make main Remove
Competitor Cerebro
heycerebro.com
This platform promises to turn your scattered reading pile into a searchable knowledge base
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
169.6Kvisits/mo
4.5Mvisits/mo
6.1Kvisits/mo
MoM change
—
▼ 5.9%
▲ 7.8%
▲ 396.9%
6-month growth
—
-16.0%
-1.8%
+948.5%
Global rank web
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#248,413
#15,584
#12,572,623
Avg. last 3 months
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176.5K
4.4M
2.7K
Bounce rate lower is better
0%
44%
57%
37%
Pages / visit
—
2.2
2.4
1.0
Visit duration
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45s
1m 36s
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Traffic sources
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● Direct 68% · ● Referral 30%
● Referral 80% · ● Mail 13%
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Knowledge PlanePiecesCursorCerebro
01.2M2.3M3.5M4.6MPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KCursor · 3.8MCursor · 4.2MCursor · 4.3MCursor · 4MCursor · 4.6MCursor · 4.4MCursor · 4.6MCursor · 4.5MCursor · 4.2MCursor · 4.5MCerebro · 581Cerebro · 219Cerebro · 1.3KCerebro · 735Cerebro · 1.2KCerebro · 6.1K1001K10K100K1M10MPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KCursor · 3.8MCursor · 4.2MCursor · 4.3MCursor · 4MCursor · 4.6MCursor · 4.4MCursor · 4.6MCursor · 4.5MCursor · 4.2MCursor · 4.5MCerebro · 581Cerebro · 219Cerebro · 1.3KCerebro · 735Cerebro · 1.2KCerebro · 6.1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$19per month · free tier available
$18.99per month
$20per month · free tier available
$4.99per month · free tier available
Free tier
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Free trial
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–
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API access
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Plans
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Pro $18.99/moEnterprise $22.99/mo
Plan $20.0 $20/moEnterprise $0/mo
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Capabilities input → output
Input
CodeDocumentsText
AudioCodeText
CodeText
DocumentsWeb pages
Output
Text
Text
Code
Text
Skill level
Intermediate
Intermediate
Advanced
Intermediate
Categories
Education & LearningAI Knowledge Management
Development & CodeEducation & LearningProductivity & OfficeAI Assistant+2 more
Development & CodeAI Code ReviewAI Coding Assistant
Education & LearningProductivity & OfficeVideo EditingAI Files+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
12
5
7
7
Code documentation
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Knowledge bases
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Coding
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Knowledge graphs
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Knowledge maps
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Digital information management
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Code snippets
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Agent memory
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Code reviews
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Debugging
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Developer tools
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Development
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Document chat
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Knowledge
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Knowledge sourcing
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Refactoring
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Codebase q a
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Knowledge consultation
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Knowledge exchange
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Knowledge exploration
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PDF analysis
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Slack
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Terminal commands management
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Video summaries
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
3
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.