Knowledge Plane vs Lambda vs Confluence vs Ferndesk

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

Your tool
Knowledge Plane
vs
Competitor 1
Lambda
Competitor 2
Confluence
Competitor 3
Ferndesk
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Engineering teams watch their AI tools hallucinate outdated project details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 Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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Competitor Confluence
atlassian.com
Confluence is Atlassian's AI-assisted workspace for ideas, docs and company knowledge, where teams write, organize and find information together.
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Competitor Ferndesk
ferndesk.com
Documentation becomes outdated the moment you publish it
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Traffic estimated monthly website traffic
Monthly visits
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41.5Kvisits/mo
MoM change
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▼ 16.5%
6-month growth
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-1.1%
Global rank web
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#752,176
Avg. last 3 months
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46.5K
Bounce rate lower is better
0%
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38%
Pages / visit
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2.2
Visit duration
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26s
Traffic sources
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Knowledge PlaneLambdaConfluenceFerndesk
012.7K25.4K38.1K50.8KFerndesk · 17KFerndesk · 40.9KFerndesk · 42KFerndesk · 46.5KFerndesk · 50.8KFerndesk · 48.4KFerndesk · 49.7KFerndesk · 41.5K10K100KFerndesk · 17KFerndesk · 40.9KFerndesk · 42KFerndesk · 46.5KFerndesk · 50.8KFerndesk · 48.4KFerndesk · 49.7KFerndesk · 41.5KDec '25Jan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Paid
Freemium
Free Trial
Starting price
$19per month · free tier available
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$5.42per month · free tier available
$39per month
Free tier
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Free trial
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API access
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Plans
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On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Free FreeStandard $5.42/moPremium $10.44/moEnterprise Custom
Startup $39/moTeam $99/moEnterprise Custom
Capabilities input → output
Input
CodeTextDocuments
DataCode
TextDocuments
Web pagesTextCode
Output
Text
Apps
TextSlidesDocuments
TextApps
Skill level
Intermediate
Advanced
Intermediate
Intermediate
Categories
Education & LearningAI Knowledge Management
Development & CodeAI Developer Tools
Education & LearningAI Knowledge Management
Business & MarketingEducation & LearningProductivity & OfficeAI Customer Service+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
12
3
11
6
Knowledge bases
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Knowledge
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Developer tools
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Knowledge exchange
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Knowledge sourcing
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Code documentation
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Digital information management
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GPU infrastructure
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Knowledge graphs
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Technical documentation
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Agent memory
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Confluence assistance
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Customer support
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Document creation
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Knowledge maps
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Summarizing
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Team collaboration
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AI search
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Agents
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Chatbots
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Codebase q a
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Document writing
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Model training
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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
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▲ 1
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.