Beam

Beam is an open-source platform designed for AI teams to run sandboxes, inference, and training with...

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Cerebrium

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

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Comparison table

Metric	Beam	Cerebrium
Pricing Model	Usage Based	Usage Based
Free Tier	Yes	Yes
Free Trial	No	Yes
Billing Cycle	monthly	N/A
Starting Price	Free	0.00000655 USD
Pricing Information	Usage Tiers: Developer plan at $0 per month plus usage, Team plan at $89 per month plus usage, Growth plan contact sales.	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.
Features	Serverless AI runtime Cloud sandbox creation GPU container deployment Multi-cloud workload execution Sub-second cold starts Memory snapshot restoration Global cloud region support Massive parallelization Real-time workload routing AI product SDK	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
Target Users	developers data scientists ml engineers software teams cloud architects	technology teams ai developers cloud computing professionals business analysts startups

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