Lambda vs Muapi vs Shotstack vs Phala Cloud

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

Your tool
Lambda
vs
Competitor 1
Muapi
Competitor 2
Shotstack
Competitor 3
Phala Cloud
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 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 Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
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Competitor Phala Cloud
cloud.phala.network
Over 5,000 users run confidential compute workloads here
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Traffic estimated monthly website traffic
Monthly visits
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318.3Kvisits/mo
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MoM change
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▼ 21.5%
6-month growth
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Global rank web
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Avg. last 3 months
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318.3K
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Bounce rate lower is better
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0%
Pages / visit
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Visit duration
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Traffic sources
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LambdaMuapiShotstackPhala Cloud
079.6K159.2K238.7K318.3KMuapi · 318.3KPhala Cloud · 2.7KPhala Cloud · 2.1K1K10K100K1MMuapi · 318.3KPhala Cloud · 2.7KPhala Cloud · 2.1KNov '25DecAug
Pricing
Model
Paid
Paid
Freemium
Freemium
Starting price
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$10per month
$39per month
$50.37per 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
Suno - Create Music $0.09Qwen Image $0.03LTX-2 Video $0.30
Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
Confidential VM $0.06/hourlyGPU TEE $3.80/hourly
Capabilities input → output
Input
CodeData
ImagesText
CodeImagesVideo
CodeText
Output
Apps
AudioImagesVideo
Video
AppsText
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI API
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
2
6
4
6
Developer tools
APIs
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GPU infrastructure
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Video generation
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Cloud security
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Video editing
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Cloud computing
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Cloud infrastructure
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Image generation
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3D models
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Docker management
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Music creation
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Community on aitoolstime
Rating
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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.