Beam

Serverless GPU development for ML and API deployment

EstablishedOpen SourceLow lock-in

Pricing

$0.42/hr

Usage-based

Adoption

Stable

License

Open Source

Data freshness

Verified · Jul 12, 2026

Overview

What is Beam?

Beam allows developers to develop on serverless GPUs, deploy highly performant APIs, and rapidly prototype ML models without the need for extensive infrastructure setup.

Key differentiator

Beam stands out by offering a serverless environment for GPU development, enabling rapid prototyping and deployment of ML models without the overhead of managing infrastructure.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Serverless GPU development environmentmedium

Highly performant API deploymentmedium

Rapid ML model prototypingmedium

↓ Weaknesses

Steep learning curve for non-Python developershigh

API requires Python-specific patterns, TypeScript SDK is community-maintained

Frequent breaking changes between versionsmedium

v0.1 to v0.2 migration required rewriting chain definitions

Limited language support beyond Pythonhigh

Primary SDK is in Python with no official support for other languages like Java or C#

Expensive at scale due to pay-per-use pricing modelmedium

Costs can quickly escalate as usage increases, especially with heavy GPU utilization

Fit analysis

Who is it for?

✓ Best for

Teams needing rapid prototyping of ML models on GPUs without infrastructure setup

Developers deploying high-performance APIs that require GPU acceleration

✕ Not a fit for

Projects with strict budget constraints as pricing is usage-based

Applications requiring real-time streaming capabilities (Beam focuses on batch processing)

Cost structure

Pricing

Free Tier

None

Starts at

$0.42/hr

Model

Usage-based

Enterprise

None

View full pricing details ↗

Performance benchmarks

How Fast Is It?

Ecosystem

Relationships

Next step

Get Started with Beam

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →