Lambda vs Document360 vs Windsurf vs CoreWeave

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

Your tool
Lambda
vs
Competitor 1
Document360
Competitor 2
Windsurf
Competitor 3
CoreWeave
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 Document360
document360.com
Document360 is knowledge base software for publishing product documentation, help centers, SOPs, user manuals and API docs.
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Competitor Windsurf
windsurf.com
Windsurf, which now appears on the web as Devin Desktop, is a desktop code editor that doubles as a control room for coding agents.
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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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Traffic estimated monthly website traffic
Monthly visits
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29.6Kvisits/mo
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MoM change
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▲ 7.8%
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6-month growth
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+122.1%
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Global rank web
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#1,172,623
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Avg. last 3 months
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26.9K
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Bounce rate lower is better
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50%
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Pages / visit
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1.3
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Visit duration
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13s
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Traffic sources
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LambdaDocument360WindsurfCoreWeave
07.4K14.8K22.2K29.6KWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6K10K100KWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Paid
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Freemium
Paid
Starting price
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$20per 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
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
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Free FreePro $20/moMax $200/moTeams $80/mo
On-Demand GPU (e.g. HGX H100 8x) $49.24Spot GPU CustomCPU instances CustomStorage & networking Custom
Capabilities input → output
Input
CodeData
DocumentsTextVideo
CodeText
CodeData
Output
Apps
AppsText
Code
Apps
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Business & MarketingEducation & LearningProductivity & OfficeAI Customer Service+2 more
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
10
8
3
GPU infrastructure
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Developer tools
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Agent management
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Agents
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Code autocompletion
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Coding
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Knowledge bases
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API docs
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Cloud computing
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Cloud infrastructure
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Customer support chatbot
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Debugging
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MCP
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Writing documentation
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AI search
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Code reviews
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Customer support
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GitHub pull requests
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Knowledge exploration
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Model training
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SOPs
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SaaS knowledge base
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 0
Saves
0
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Reviews
0
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.