Confluence vs GitBook vs Lambda vs Guru

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

Your tool
Confluence
vs
Competitor 1
GitBook
Competitor 2
Lambda
Competitor 3
Guru
Compare
4 tools · best value per row highlighted
Your tool 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 GitBook
gitbook.com
GitBook is a documentation and knowledge platform for publishing product docs that work for both people and AI.
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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 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.
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Traffic estimated monthly website traffic
Monthly visits
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6-month growth
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Bounce rate lower is better
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Pages / visit
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Pricing
Model
Freemium
Freemium
Paid
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Starting price
$5.42per month · free tier available
$65per month · free tier available
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Free tier
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Free trial
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API access
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Plans
Free FreeStandard $5.42/moPremium $10.44/moEnterprise Custom
Free FreeEssential $65/moUltimate $249/moEnterprise Custom
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
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Capabilities input → output
Input
DocumentsText
CodeText
CodeData
DocumentsText
Output
DocumentsSlidesText
DocumentsText
Apps
Text
Skill level
Intermediate
Beginner-friendly
Advanced
Intermediate
Categories
Education & LearningAI Knowledge Management
Development & CodeEducation & LearningAI Developer ToolsAI Knowledge Management
Development & CodeAI Developer Tools
Education & LearningAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
11
8
3
8
Knowledge bases
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Knowledge
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Document creation
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Digital information management
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AI search
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Developer tools
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Knowledge sourcing
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GPU infrastructure
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Code documentation
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Confluence assistance
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Knowledge exchange
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Knowledge optimization
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Summarizing
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Team collaboration
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API docs
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Business productivity
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Customer support chatbot
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Document writing
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Model training
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Community on aitoolstime
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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.