Cerebrium vs Shotstack vs Lambda vs Runware

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

Your tool
Cerebrium
vs
Competitor 1
Shotstack
Competitor 2
Lambda
Competitor 3
Runware
Compare
4 tools · best value per row highlighted
Your tool Cerebrium
cerebrium.ai
Cerebrium is a serverless GPU platform for running AI workloads in production.
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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 Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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Competitor Runware
runware.ai
Runware is AI infrastructure that gives developers one API for hundreds of thousands of models, along with the compute to run them.
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Traffic estimated monthly website traffic
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6-month growth
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Bounce rate lower is better
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Pages / visit
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Pricing
Model
Freemium
Freemium
Paid
Paid
Starting price
$100per month · free tier available
$39per month
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Free tier
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Free trial
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API access
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Plans
Hobby FreeStandard $100/moEnterprise Custom
Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Pay as you go (API) CustomServerless GPU (RTX PRO 6000) $1.99Bare metal Custom
Capabilities input → output
Input
Code
CodeImagesVideo
CodeData
ImagesText
Output
Apps
Video
Apps
3DAudioImagesTextVideo
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI Developer Tools
Development & CodeAI API
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
4
5
3
6
Developer tools
GPU infrastructure
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APIs
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Video generation
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Video editing
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Personalized videos
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Cloud computing
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Image generation
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LLM development
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Model training
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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.