Cerebrium

Cerebrium is a real-time AI infrastructure designed for scalable deployment of voice agents, video m...

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Runpod

Runpod is an AI developer cloud platform that enables the deployment, training, and scaling of machi...

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Comparison table

Metric	Cerebrium	Runpod
Pricing Model	Usage Based	Usage Based
Free Tier	Yes	No
Free Trial	Yes	No
Billing Cycle	N/A	hourly
Starting Price	0.00000655 USD	0.39 USD
Pricing Information	Pay-per-second pricing based on actual compute time. Free tier available with Hobby plan, which includes 3 user seats and up to 3 deployed apps.	Usage-based pricing for GPU instances starting at $0.39/hr for L4.
Features	Real-time AI infrastructure Deploy voice agents Deploy video models Deploy LLMs Sub-second cold starts Instant autoscaling Memory snapshotting GPU snapshotting Automatic scale-outs Multi-cloud GPU access Multi-region deployment Run custom code No code rewrites No custom SDKs Versioned application runs Reproducible runs End-to-end observability Real-time logs Real-time metrics Scaling event tracking System performance monitoring OpenTelemetry support	GPU pod launch Supports 30+ GPU SKUs Global deployment Serverless auto-scaling Live inference endpoint Container support Model training Model fine-tuning Data processing Zero idle cost Concurrent worker scaling
Target Users	technology teams ai developers cloud computing professionals business analysts startups	AI Developers MLOps Teams Startups Researchers

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