Lambda vs Augment Code vs Muapi vs Windsurf

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

Your tool
Lambda
vs
Competitor 1
Augment Code
Competitor 2
Muapi
Competitor 3
Windsurf
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 Augment Code
augmentcode.com
Augment Code is an agentic software development company whose Cosmos platform runs software agents across the development lifecycle.
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Competitor Muapi
muapi.ai
MuAPI consolidates access to over 500 AI models for image, video, and audio generation through a single API endpoint, eliminating the need to manage separate integrations with dozens of providers
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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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Traffic estimated monthly website traffic
Monthly visits
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318.3Kvisits/mo
29.6Kvisits/mo
MoM change
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▲ 7.8%
6-month growth
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+122.1%
Global rank web
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#1,172,623
Avg. last 3 months
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318.3K
26.9K
Bounce rate lower is better
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50%
Pages / visit
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1.3
Visit duration
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13s
Traffic sources
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LambdaAugment CodeMuapiWindsurf
079.6K159.2K238.7K318.3KMuapi · 318.3KWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6K10K100K1MMuapi · 318.3KWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Paid
Paid
Freemium
Starting price
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$20per month
$10per month
$20per 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
Standard $20/moBusiness $100/moEnterprise Custom
Suno - Create Music $0.09Qwen Image $0.03LTX-2 Video $0.30
Free FreePro $20/moMax $200/moTeams $80/mo
Capabilities input → output
Input
CodeData
CodeText
ImagesText
CodeText
Output
Apps
Code
AudioImagesVideo
Code
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Development & CodeAI API
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
6
6
8
Developer tools
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Coding
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Agents
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Code reviews
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APIs
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Agent management
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Code autocompletion
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GPU infrastructure
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Debugging
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Image generation
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Testing
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Video generation
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3D models
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Agent creation
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Code testing
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GitHub pull requests
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Model training
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Music creation
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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.