Knowledge Plane vs Augment Code vs Kilo Code 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
Augment Code
Competitor 2
Kilo Code
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Engineering teams watch their AI tools hallucinate outdated project details
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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.
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Competitor Kilo Code
kilocode.ai
Kilo Code is an open source AI agent Visual Studio (VS) Code extension that focuses on enhancing the efficiency of coding. The tool can generate code, automate tasks, and offer practical suggestions.
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Competitor Cerebro
heycerebro.com
This platform promises to turn your scattered reading pile into a searchable knowledge base
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Traffic estimated monthly website traffic
Monthly visits
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1.9Kvisits/mo
6.1Kvisits/mo
MoM change
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▼ 42.3%
▲ 396.9%
6-month growth
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-94.4%
+948.5%
Global rank web
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#4,668,091
#12,572,623
Avg. last 3 months
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10.5K
2.7K
Bounce rate lower is better
0%
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34%
37%
Pages / visit
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2.4
1.0
Visit duration
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19s
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Traffic sources
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Knowledge PlaneAugment CodeKilo CodeCerebro
0186.2K372.3K558.5K744.7KKilo Code · 744.7KKilo Code · 164KKilo Code · 48.6KKilo Code · 16KKilo Code · 33.5KKilo Code · 14.4KKilo Code · 10.5KKilo Code · 26.4KKilo Code · 3.2KKilo Code · 1.9KCerebro · 581Cerebro · 219Cerebro · 1.3KCerebro · 735Cerebro · 1.2KCerebro · 6.1K1001K10K100K1MKilo Code · 744.7KKilo Code · 164KKilo Code · 48.6KKilo Code · 16KKilo Code · 33.5KKilo Code · 14.4KKilo Code · 10.5KKilo Code · 26.4KKilo Code · 3.2KKilo Code · 1.9KCerebro · 581Cerebro · 219Cerebro · 1.3KCerebro · 735Cerebro · 1.2KCerebro · 6.1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
Freemium
Starting price
$19per month · free tier available
$20per month
$20per month · free tier available
$4.99per month · free tier available
Free tier
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Free trial
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API access
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Plans
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Standard $20/moBusiness $100/moEnterprise Custom
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Capabilities input → output
Input
CodeDocumentsText
CodeText
CodeText
DocumentsWeb pages
Output
Text
Code
Code
Text
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Education & LearningAI Knowledge Management
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Development & CodeAI Coding Assistant
Education & LearningProductivity & OfficeVideo EditingAI Files+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
12
6
5
7
Coding
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Knowledge bases
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Knowledge graphs
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Knowledge maps
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Code reviews
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Agent memory
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Agents
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Coding in VS Code
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Developer tools
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Document chat
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Knowledge
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Knowledge sourcing
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Testing
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Agent creation
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Code analysis
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Code documentation
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Code testing
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Codebase q a
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Development
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Digital information management
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Knowledge consultation
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Knowledge exchange
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PDF analysis
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Slack
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Video summaries
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Vs code
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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
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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.