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AI Infrastructure🔴Developer
B

Beam

Beam is a developer-first serverless platform purpose-built for AI workloads. The pitch is direct: import a Python function, decorate it, push to Beam, and it runs on a GPU somewhere with the right model weights cached, scales to thousands of concurrent invocations, and shrinks back to zero when traffic stops — with cold starts measured in single-digit seconds rather than the minutes most generic serverless platforms take to load model weights. The team built the platform from the ground up for

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In Plain English

Beam is a developer-first serverless platform purpose-built for AI workloads. The pitch is direct: import a Python function, decorate it, push to Beam, and it runs on a GPU somewhere with the right model weights cached, scales to thousands of concurrent invocations, and shrinks back to zero when traffic stops — with cold starts measured in single-digit seconds rather than the minutes most generic serverless platforms take to load model weights. The team built the platform from the ground up for

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Overview

Beam is a developer-first serverless platform purpose-built for AI workloads. The pitch is simple: import a Python function, decorate it, and Beam runs it on a GPU somewhere with the right model weights cached, scaling to thousands of concurrent invocations and back to zero — with cold starts measured in single-digit seconds rather than minutes. It is one of a small cluster of next-generation Modal/RunPod competitors but with a strong emphasis on AI primitives: prebuilt images for vLLM, ComfyUI, and PyTorch; persistent volumes for model weights; task queues for background generation jobs; sandboxes for safely executing untrusted/agent-generated code; and HTTP endpoints for inference APIs. Pricing is fully usage-based with per-second billing on a wide GPU menu — A10G around $0.42/hr up to H100 around $3.93/hr — and a generous $30 free credit on signup. A $25/seat Pro tier adds team features. Beam is popular with AI startups that have outgrown Replicate but do not want to manage Kubernetes, and with agent builders who need a fast sandbox for running model-generated code. Logs, secrets, and deploys all live in a single CLI/SDK.

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Key Features

Feature information is available on the official website.

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Pricing Plans

Free

$0

  • ✓$30 free signup credit
  • ✓Free storage
  • ✓No charge during cold-start spin-up
  • ✓Pay only for code execution time
  • ✓All AI primitives included

Pro

$25/user/month + usage

  • ✓Team features and shared environments
  • ✓Role-based access control
  • ✓Per-second pay-as-you-go on all GPUs
  • ✓A10G ~$0.42/hr, A100 mid-range, H100 ~$3.93/hr

Enterprise

Custom

  • ✓Reserved capacity at discounted rates
  • ✓Self-hosted Beam in your VPC
  • ✓SSO and audit logging
  • ✓Dedicated support and SLAs
  • ✓Compliance commitments
See Full Pricing →Free vs Paid →Is it worth it? →

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Best Use Cases

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Hosting custom open-source model inference APIs

⚡

Running ComfyUI, vLLM, or fine-tuned models at scale

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Sandboxing code generated by AI agents

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Replacing Replicate when you need more control

Pros & Cons

✓ Pros

  • ✓No billing during cold-start / container spin-up — only your code runs are charged
  • ✓Storage is free — caching model weights does not add to the bill
  • ✓$30 free signup credit makes serious evaluation possible without a card
  • ✓Sandboxes give agents a safe place to execute their own generated code
  • ✓Python ergonomics — no Dockerfiles or Kubernetes required for the happy path

✗ Cons

  • ✗Smaller community and integration ecosystem than Modal
  • ✗Region availability is more limited than hyperscaler GPU offerings
  • ✗Pro tier per-seat charge ($25) plus usage may add up for larger teams
  • ✗Latency-sensitive workloads may still need always-on workers, costing more
  • ✗Less mature enterprise governance (RBAC, audit logs) than legacy hyperscalers

Frequently Asked Questions

How much does Beam cost?+

Beam pricing starts at $0. They offer 3 pricing tiers.
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Quick Info

Category

AI Infrastructure

Website

www.beam.cloud
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