Knowledge Plane vs Code Wiki vs Glean 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
Code Wiki
Competitor 2
Glean
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Engineering teams watch their AI tools hallucinate outdated project details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 Code Wiki
codewiki.google
Your codebase documents itself—that's the core promise here
Make main Remove
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.
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
—
152.5Kvisits/mo
—
6.1Kvisits/mo
MoM change
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▼ 17.8%
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▲ 396.9%
6-month growth
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-70.8%
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+948.5%
Global rank web
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#251,881
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#12,572,623
Avg. last 3 months
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225.3K
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2.7K
Bounce rate lower is better
0%
41%
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37%
Pages / visit
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3.0
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1.0
Visit duration
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55s
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Traffic sources
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● Direct 76% · ● Referral 24%
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Knowledge PlaneCode WikiGleanCerebro
0206.5K413K619.5K826KCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KCerebro · 581Cerebro · 219Cerebro · 1.3KCerebro · 735Cerebro · 1.2KCerebro · 6.1K1001K10K100K1MCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KCerebro · 581Cerebro · 219Cerebro · 1.3KCerebro · 735Cerebro · 1.2KCerebro · 6.1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
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Freemium
Starting price
$19per month · free tier available
Free
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$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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Capabilities input → output
Input
CodeDocumentsText
Code
DataDocumentsText
DocumentsWeb pages
Output
Text
ImagesText
Text
Text
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Education & LearningAI Knowledge Management
Development & CodeAI Developer Tools
Education & LearningProductivity & OfficeAI AgentAI Assistant+1 more
Education & LearningProductivity & OfficeVideo EditingAI Files+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
12
7
10
7
Knowledge bases
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Code documentation
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Codebase q a
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Knowledge
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Knowledge graphs
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Knowledge maps
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Knowledge sourcing
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Digital information management
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AI search
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Agents
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Agent creation
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Agent management
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Agent memory
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Architecture
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Business productivity
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Code explanations
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Developer tools
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Document chat
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Code analysis
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Code summaries
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GitHub pull requests
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Knowledge consultation
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Knowledge exchange
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Model routing
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PDF analysis
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Slack
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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
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Saves
0
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Reviews
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.