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Cerebrium vs Modal

Side-by-side comparison of Cerebrium and Modal: pricing, features, API access, and community ratings.

AI comparison summary

TL;DR: Both offer comparable sub-second cold starts and autoscaling for AI workloads, but differ primarily in developer experience and pricing structure. Modal provides a freemium model with a Python-native SDK that lets you define everything in one file, making it more accessible for Python developers to get started. Cerebrium requires payment upfront but is framework-agnostic, accepting any Dockerfile without code changes, which offers more flexibility for polyglot teams or existing containerized workflows.

Cerebrium
Cerebrium

Serverless GPU infrastructure for real-time AI with sub-second cold starts and instant autoscaling

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Modal
Modal

High-performance AI infrastructure with sub-second cold starts and instant autoscaling

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Category
AI infrastructure
AI infrastructure
Pricing
Paid
Freemium
Starting price
USD 30/mo
Free tier
Audience
Technical
Technical
API available
Open source
Self-hostable
Model provider
Founded
2021
Headquarters
San Francisco, USA
Key strengths
  • ·Sub-second cold starts via GPU & memory snapshotting
  • ·Elastic autoscaling across 2500+ GPUs and multiple regions
  • ·No code rewrites — run any Dockerfile or entry point as-is
  • ·SOC 2, HIPAA, GDPR, ISO compliance with gVisor isolation
  • ·Sub-second cold starts with instant container boot times
  • ·Autoscale from 0 to 1000+ GPUs on demand with no capacity planning
  • ·Python-native SDK — define infrastructure and logic in a single file
  • ·Full support for inference, training, sandboxes, and batch processing
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