What is the difference between Atlas Cloud and Beam?

Atlas Cloud and Beam are both cloud GPU providers offering different pricing models, features, and GPU availability. Use our comparison tool to see real-time pricing and feature differences.

Which is cheaper: Atlas Cloud or Beam?

Pricing varies by GPU model and usage requirements. Check our real-time comparison table to find the best deals for your specific needs.

Can I switch between Atlas Cloud and Beam?

Yes, both providers offer flexible cloud GPU services. However, consider factors like data transfer costs, setup time, and specific features when switching between providers.

How many GPU models are available for comparison?

We track pricing for 5 different GPU models across both Atlas Cloud and Beam, with 0 models available from both providers.

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Atlas Cloud vs Beam

Compare GPU pricing between Atlas Cloud and Beam. Find the best rates for AI training, inference, and ML workloads.

Atlas Cloud

Provider 1

GPUs Available

Visit Website

Beam

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

Atlas Cloud GPUs

Beam GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 5Both available: 0Atlas Cloud: 2Beam: 3

Showing 5 of 5 GPUs

Last updated: 9/14/2026, 2:36:04 PM

GPU Model ↑	Atlas Cloud Price	Beam Price	Price Diff ↕	Sources
H100 PCIe 80GB VRAM • Beam	Not Available	$3.50/hr★ Best	—	Beam
H100 PCIe 80GB VRAM • Not Available Beam $3.50/hour Updated: 9/13/2026 ★Best Price Beam
H100 SXM 80GB VRAM • Atlas Cloud	$2.95/hr★ Best	Not Available	—	Atlas Cloud
H100 SXM 80GB VRAM • Atlas Cloud $2.95/hour Updated: 9/13/2026 ★Best Price Not Available Atlas Cloud
H200 141GB VRAM • Atlas Cloud	$3.50/hr★ Best	Not Available	—	Atlas Cloud
H200 141GB VRAM • Atlas Cloud $3.50/hour Updated: 9/13/2026 ★Best Price Not Available Atlas Cloud
RTX 4090 24GB VRAM • Beam	Not Available	$0.69/hr★ Best	—	Beam
RTX 4090 24GB VRAM • Not Available Beam $0.69/hour Updated: 9/13/2026 ★Best Price Beam
RTX 5090 32GB VRAM • Beam	Not Available	$1.09/hr★ Best	—	Beam
RTX 5090 32GB VRAM • Not Available Beam $1.09/hour Updated: 9/13/2026 ★Best Price Beam

H100 PCIe 80GB VRAM • Beam	Not Available	$3.50/hr★ Best	—	Beam
H100 PCIe 80GB VRAM • Not Available Beam $3.50/hour Updated: 9/13/2026 ★Best Price Beam
H100 SXM 80GB VRAM • Atlas Cloud	$2.95/hr★ Best	Not Available	—	Atlas Cloud
H100 SXM 80GB VRAM • Atlas Cloud $2.95/hour Updated: 9/13/2026 ★Best Price Not Available Atlas Cloud
H200 141GB VRAM • Atlas Cloud	$3.50/hr★ Best	Not Available	—	Atlas Cloud
H200 141GB VRAM • Atlas Cloud $3.50/hour Updated: 9/13/2026 ★Best Price Not Available Atlas Cloud
RTX 4090 24GB VRAM • Beam	Not Available	$0.69/hr★ Best	—	Beam
RTX 4090 24GB VRAM • Not Available Beam $0.69/hour Updated: 9/13/2026 ★Best Price Beam
RTX 5090 32GB VRAM • Beam	Not Available	$1.09/hr★ Best	—	Beam
RTX 5090 32GB VRAM • Not Available Beam $1.09/hour Updated: 9/13/2026 ★Best Price Beam

Features Comparison

Atlas Cloud

400+ AI Models
Unified access to models from DeepSeek, Qwen, ByteDance, Black Forest Labs, Luma, MoonshotAI, MiniMax, and more
OpenAI-Compatible API
Drop-in replacement for OpenAI SDK - just change the base URL and API key
Multi-Modal Support
Text, image, video, and audio generation through consistent API patterns
MCP Integration
Use Atlas Cloud AI models directly in Cursor, Claude Desktop, VS Code, and more
GPU Cloud Services
Deploy custom models with Serverless GPU or rent DevPods for development
CLI
Run chat, model discovery, and image or video generation from the terminal

Beam

Pay-per-millisecond Billing
Only charged when your code runs, no charges for cold starts or server spin-up
Sub-second Cold Starts
Memory snapshots and GPU checkpoint restore bring containers back in seconds, which Beam reports as up to 35x faster than a traditional cold boot
Secure Sandbox Environments
Run untrusted code safely in isolated environments for AI agents and code interpreters
Stateful, Persistent Runtimes
Pause and resume sessions while maintaining filesystem, memory, and running processes
Elastic GPU Scaling
Scale to zero when idle, burst to thousands of containers in seconds
Custom Docker Images
Bring your own Docker images for full environment control, including running the Docker daemon inside containers

Pros & Cons

Atlas Cloud

Advantages

Unified API for 400+ AI models from multiple providers
OpenAI-compatible interface for easy migration
Multi-modal capabilities (text, image, video, audio)
Developer-friendly with comprehensive documentation

Considerations

Relatively new platform compared to established providers
GPU cloud offering is secondary to API aggregation service
Limited GPU infrastructure details compared to dedicated GPU clouds

Beam

Advantages

Pay-per-millisecond billing with no charges for cold starts
Ultrafast boot times with sub-second cold starts via memory snapshots
GPU selection spanning RTX 4090 through B200, plus InfiniBand cluster nodes
On-demand machines priced flat per machine, including vCPU, RAM, and NVMe storage

Considerations

Serverless GPUs other than the RTX 4090 require a committed-spend agreement
GPU container concurrency is capped on the lower plan tiers
Multi-node InfiniBand clusters are sales-only with no published pricing

Compute Services

Atlas Cloud

Model APIs

Access to 400+ AI models through unified API

GPU Cloud

Deploy custom models and development environments

Beam

Inference Endpoints

Deploy high-performance inference endpoints with custom models

Custom model hosting on GPU or CPU
Pre-loading models for fast response times

Sandboxes

Secure code execution environments for AI agents

Run untrusted LLM-generated code safely
Snapshot and restore complete system state

Task Queues

Run large-scale workloads with distributed processing

Audio processing pipelines
Data processing at scale

Pricing Options

Atlas Cloud

Pay-as-you-go

Transparent pricing with volume discounts available for API usage

GPU Cloud Pricing

Flexible pricing for serverless GPU deployments and development pods

Beam

Pay-per-millisecond

Serverless GPU, CPU, and sandbox usage billed by the millisecond with no minimum charges

Committed Spend

Serverless access to GPUs beyond the RTX 4090 is arranged through a committed-spend agreement

On-Demand Machines

Flat hourly price per machine that already includes the vCPU, RAM, and NVMe storage

Reserved Clusters

Multi-node InfiniBand clusters reserved monthly or yearly, quoted through sales

Bring Your Own Cloud

Per-vCPU and per-GB management fee on top of compute billed directly by your own cloud provider

Storage

Persistent volumes and snapshots included up to a capacity threshold, then billed per GB per month

Monthly Plans

Developer plan free with usage, Team plan with a monthly base fee plus usage, and a contact-sales Growth tier

Free Monthly Credits

All plans include monthly free credits that refresh each month

Volume Discounts

Discounts available for high monthly usage, arranged through sales

Getting Started

Atlas Cloud

Get Started

1
Create an account
Sign up for an account at console.atlascloud.ai
2
Get your API key
Generate API keys for authentication
3
Make your first API call
Start using 400+ AI models through the unified API

Beam

Get Started

1
Create an account
Sign up on the Beam platform to receive monthly free credits
2
Set up Python environment
Create a virtual environment and install the Beam SDK
3
Authenticate with API token
Configure your API token to connect to Beam
4
Deploy your first app
Run a function locally, then deploy it as a web endpoint with the Beam CLI

Support & Global Availability

Atlas Cloud

Global Regions

Managed inference infrastructure; specific regions are not published

Support

Comprehensive API documentation, SDK support, FAQ, and contact support

Beam

Global Regions

30+ regions spanning the US, EU, Asia-Pacific, and Canada, with workloads routed across clouds and regions in real time

Support

Documentation, public Slack community, and a status page; live chat support on paid plans and a private Slack channel on the top tier