Lambda vs Confluence vs CoreWeave vs Modal

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

Your tool
Lambda
vs
Competitor 1
Confluence
Competitor 2
CoreWeave
Competitor 3
Modal
Compare
4 tools · best value per row highlighted
Your tool 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 CoreWeave
coreweave.com
CoreWeave is a cloud built specifically for AI workloads, offering GPU and CPU compute, storage, networking, managed services and bare metal servers on NVIDIA hardware.
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Competitor Modal
modal.com
Run AI code without infrastructure
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Traffic estimated monthly website traffic
Monthly visits
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972.8Kvisits/mo
MoM change
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▲ 5.7%
6-month growth
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+13.6%
Global rank web
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#43,856
Avg. last 3 months
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960K
Bounce rate lower is better
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37%
Pages / visit
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6.6
Visit duration
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5m 31s
Traffic sources
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● Direct 94% · ● Referral 5%
LambdaConfluenceCoreWeaveModal
0291.9K583.7K875.6K1.2MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Paid
Freemium
Starting price
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$5.42per month · free tier available
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$250per month · free tier available
Free tier
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Free trial
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API access
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Plans
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
On-Demand GPU (e.g. HGX H100 8x) $49.24Spot GPU CustomCPU instances CustomStorage & networking Custom
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
CodeData
DocumentsText
CodeData
Code
Output
Apps
DocumentsSlidesText
Apps
Apps
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Education & LearningAI Knowledge Management
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
11
3
6
GPU infrastructure
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Developer tools
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Knowledge bases
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Cloud computing
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Cloud infrastructure
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Confluence assistance
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Document creation
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Inference
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Knowledge
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Knowledge exchange
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Summarizing
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Team collaboration
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AI search
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APIs
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Development
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Digital information management
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Document writing
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Knowledge sourcing
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Model training
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Performance optimization
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Community on aitoolstime
Rating
no ratings yet
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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.