Confluence vs Lambda vs Guru vs GitBook

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

Your tool
Confluence
vs
Competitor 1
Lambda
Competitor 2
Guru
Competitor 3
GitBook
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.
Remove
Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Make main Remove
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.
Make main Remove
Competitor GitBook
gitbook.com
GitBook is a documentation and knowledge platform for publishing product docs that work for both people and AI.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
—
—
—
MoM change
—
—
—
—
6-month growth
—
—
—
—
Global rank web
—
—
—
—
Avg. last 3 months
—
—
—
—
Bounce rate lower is better
—
—
—
—
Pages / visit
—
—
—
—
Visit duration
—
—
—
—
Traffic sources
—
—
—
—
Pricing
Model
Freemium
Paid
—
Freemium
Starting price
$5.42per month · free tier available
—
—
$65per month · free tier available
Free tier
–
–
Free trial
–
–
API access
–
–
–
Plans
Free FreeStandard $5.42/moPremium $10.44/moEnterprise Custom
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
—
Free FreeEssential $65/moUltimate $249/moEnterprise Custom
Capabilities input → output
Input
DocumentsText
CodeData
DocumentsText
CodeText
Output
DocumentsSlidesText
Apps
Text
DocumentsText
Skill level
Intermediate
Advanced
Intermediate
Beginner-friendly
Categories
Education & LearningAI Knowledge Management
Development & CodeAI Developer Tools
Education & LearningAI Knowledge Management
Development & CodeEducation & LearningAI Developer ToolsAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
11
3
8
8
Knowledge bases
–
Knowledge
–
Document creation
–
Digital information management
–
AI search
–
–
Developer tools
–
–
Knowledge sourcing
–
–
GPU infrastructure
–
–
–
Code documentation
–
–
–
Confluence assistance
–
–
–
Knowledge exchange
–
–
–
Knowledge optimization
–
–
–
Summarizing
–
–
–
Team collaboration
–
–
–
API docs
–
–
–
Business productivity
–
–
–
Customer support chatbot
–
–
–
Document writing
–
–
–
Model training
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
–
–
–
–

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.