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Cerebrium Alternatives

Serverless GPU infrastructure for deploying AI models with sub-5 second cold starts

Cerebrium is a serverless AI infrastructure platform for deploying machine learning models to GPUs.

Explore 16 alternatives to Cerebrium across 1 category. Updated October 2026.

Featured

EU-hosted inference cloud for open-source models, OpenAI-compatible

From $0.06/1M tokens

One OpenAI-compatible API for 600+ models, with text billed at provider list prices

Free Trial

Pay per prompt, from $0.10

Top Cerebrium alternatives at a glance

Replicate. Run and fine-tune open-source models. Deploy custom models at scale. All with one line of code.
Beam. Open-source serverless GPU cloud with sub-second cold starts and auto-scaling
Baseten. AI inference platform for deploying and serving ML models with autoscaling and optimized infrastructure
fal. Build the next generation of creativity with fal. Lightning fast inference.
Modal. Run generative AI models, large-scale batch jobs, job queues, and much more.

Product	Pricing Model	Free Tier	Open Source	Hosting	HQ
Cerebrium	Pay-per-use	✓	—	Cloud	🇺🇸 United States
Replicate	Pay-per-use	—	—	Cloud	🇺🇸 United States
Beam	Pay-per-use	✓	✓	Cloud + Self-hosted	🇺🇸 United States
Baseten	Pay-per-use	✓	—	Cloud + Self-hosted	🇺🇸 United States
fal	Pay-per-use	✓	—	Cloud	🇺🇸 United States
Modal	Pay-per-use	✓	—	Cloud	🇺🇸 United States
BentoML	—	✓	✓	Cloud + Self-hosted	🇺🇸 United States
DeepInfra	Pay-per-use	✓	—	Cloud	🇺🇸 United States
Lyceum	Pay-per-use	—	—	Cloud	🇩🇪 Germany
RunPod	Pay-per-use	—	—	Cloud	🇺🇸 United States
Together AI	Pay-per-use	—	—	Cloud + Self-hosted	🇺🇸 United States
Varion	—	✓	—	—	🇱🇹 Lithuania
Runware	Pay-per-use	✓	—	Cloud	🇺🇸 United States
Hostnot GPU	Pay-per-use	—	—	Cloud	🇦🇪 AE
Fireworks AI	Pay-per-use	—	—	Cloud + Self-hosted	🇺🇸 United States
Cloudflare Workers AI	Freemium	✓	—	Cloud	🇺🇸 United States