CoreWeave vs Submagic vs Lambda vs Beam

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

Your tool
CoreWeave
vs
Competitor 1
Submagic
Competitor 2
Lambda
Competitor 3
Beam
Compare
4 tools · best value per row highlighted
Your tool 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 Submagic
submagic.co
Submagic is an AI video editor for short-form content.
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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 Beam
beam.cloud
Beam is a cloud runtime for AI workloads that offers serverless GPUs, task queues and sandboxes through a Python, TypeScript and Go SDK.
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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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Pricing
Model
Paid
Paid
Paid
Freemium
Starting price
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$12per month
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$89per 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 GPU (e.g. HGX H100 8x) $49.24Spot GPU CustomCPU instances CustomStorage & networking Custom
Starter $12/moPro $23/moBusiness $41/moCustom Custom
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Developer FreeTeam $89/moGrowth Custom
Capabilities input → output
Input
CodeData
Web pagesVideo
CodeData
Code
Output
Apps
Video
Apps
Apps
Skill level
Advanced
Beginner-friendly
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Video EditingWriting & ContentAI Subtitle GeneratorAI Video Editor+1 more
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
14
3
6
GPU infrastructure
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Cloud infrastructure
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Cloud computing
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Developer tools
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Video editing
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Video subtitles
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Caption videos
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Multilingual subtitle creation
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Short videos
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Video repurposing
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Video shortening
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APIs
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Model training
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Social media management
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TikTok captions
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TikTok videos
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Video avatars
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Video effects
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Video generation
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Virtual computing
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YouTube shorts
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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.