What is the difference between Beam and Impossible Cloud?

Beam and Impossible Cloud 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: Beam or Impossible Cloud?

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 Beam and Impossible Cloud?

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 9 different GPU models across both Beam and Impossible Cloud, with 0 models available from both providers.

Beam vs Impossible Cloud

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

Beam

Provider 1

GPUs Available

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Impossible Cloud

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Beam GPUs

Impossible Cloud GPUs

Direct Comparisons

Average Price Difference: $1.41/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 9Both available: 1Beam: 3Impossible Cloud: 7

Showing 9 of 9 GPUs

Last updated: 9/24/2026, 5:49:28 PM

GPU Model ↑	Beam Price	Impossible Cloud Price	Price Diff ↕	Sources
B200 180GB VRAM • Impossible Cloud	Not Available	$4.21/hr★ Best 8x GPU	—	Impossible Cloud GPU offers feed
B200 180GB VRAM • Not Available Impossible Cloud $4.21/hour 8x GPU configuration Updated: 9/24/2026 ★Best Price Impossible Cloud GPU offers feed
GB300 576GB VRAM • Impossible Cloud	Not Available	$10.00/hr★ Best 72x GPU	—	Impossible Cloud GPU offers feed
GB300 576GB VRAM • Not Available Impossible Cloud $10.00/hour 72x GPU configuration Updated: 9/24/2026 ★Best Price Impossible Cloud GPU offers feed
H100 PCIe 80GB VRAM • BeamImpossible Cloud	$3.50/hr	$2.09/hr★ Best 8x GPU	↑+$1.41(+67.4%)	Beam Impossible Cloud GPU offers feed
H100 PCIe 80GB VRAM • Beam $3.50/hour Updated: 9/22/2026 Impossible Cloud $2.09/hour 8x GPU configuration Updated: 9/24/2026 ★Best Price Price Difference:↑+$1.41(+67.4%) Beam Impossible Cloud GPU offers feed
H100 SXM 80GB VRAM • Impossible Cloud	Not Available	$2.87/hr★ Best 8x GPU	—	Impossible Cloud GPU offers feed
H100 SXM 80GB VRAM • Not Available Impossible Cloud $2.87/hour 8x GPU configuration Updated: 9/24/2026 ★Best Price Impossible Cloud GPU offers feed
H200 141GB VRAM • Impossible Cloud	Not Available	$3.48/hr★ Best 8x GPU	—	Impossible Cloud GPU offers feed
H200 141GB VRAM • Not Available Impossible Cloud $3.48/hour 8x GPU configuration Updated: 9/24/2026 ★Best Price Impossible Cloud GPU offers feed
HGX B300 288GB VRAM • Impossible Cloud	Not Available	$4.32/hr★ Best 8x GPU	—	Impossible Cloud GPU offers feed
HGX B300 288GB VRAM • Not Available Impossible Cloud $4.32/hour 8x GPU configuration Updated: 9/24/2026 ★Best Price Impossible Cloud GPU offers feed
L40S 48GB VRAM • Impossible Cloud	Not Available	$1.14/hr★ Best 2x GPU	—	Impossible Cloud GPU offers feed
L40S 48GB VRAM • Not Available Impossible Cloud $1.14/hour 2x GPU configuration Updated: 9/24/2026 ★Best Price Impossible Cloud GPU offers feed
RTX 4090 24GB VRAM • Beam	$0.69/hr★ Best	Not Available	—	Beam
RTX 4090 24GB VRAM • Beam $0.69/hour Updated: 9/22/2026 ★Best Price Not Available Beam
RTX 5090 32GB VRAM • Beam	$1.09/hr★ Best	Not Available	—	Beam
RTX 5090 32GB VRAM • Beam $1.09/hour Updated: 9/22/2026 ★Best Price Not Available Beam

B200 180GB VRAM • Impossible Cloud	Not Available	$4.21/hr★ Best 8x GPU	—	Impossible Cloud GPU offers feed
B200 180GB VRAM • Not Available Impossible Cloud $4.21/hour 8x GPU configuration Updated: 9/24/2026 ★Best Price Impossible Cloud GPU offers feed
GB300 576GB VRAM • Impossible Cloud	Not Available	$10.00/hr★ Best 72x GPU	—	Impossible Cloud GPU offers feed
GB300 576GB VRAM • Not Available Impossible Cloud $10.00/hour 72x GPU configuration Updated: 9/24/2026 ★Best Price Impossible Cloud GPU offers feed
H100 PCIe 80GB VRAM • BeamImpossible Cloud	$3.50/hr	$2.09/hr★ Best 8x GPU	↑+$1.41(+67.4%)	Beam Impossible Cloud GPU offers feed
H100 PCIe 80GB VRAM • Beam $3.50/hour Updated: 9/22/2026 Impossible Cloud $2.09/hour 8x GPU configuration Updated: 9/24/2026 ★Best Price Price Difference:↑+$1.41(+67.4%) Beam Impossible Cloud GPU offers feed
H100 SXM 80GB VRAM • Impossible Cloud	Not Available	$2.87/hr★ Best 8x GPU	—	Impossible Cloud GPU offers feed
H100 SXM 80GB VRAM • Not Available Impossible Cloud $2.87/hour 8x GPU configuration Updated: 9/24/2026 ★Best Price Impossible Cloud GPU offers feed
H200 141GB VRAM • Impossible Cloud	Not Available	$3.48/hr★ Best 8x GPU	—	Impossible Cloud GPU offers feed
H200 141GB VRAM • Not Available Impossible Cloud $3.48/hour 8x GPU configuration Updated: 9/24/2026 ★Best Price Impossible Cloud GPU offers feed
HGX B300 288GB VRAM • Impossible Cloud	Not Available	$4.32/hr★ Best 8x GPU	—	Impossible Cloud GPU offers feed
HGX B300 288GB VRAM • Not Available Impossible Cloud $4.32/hour 8x GPU configuration Updated: 9/24/2026 ★Best Price Impossible Cloud GPU offers feed
L40S 48GB VRAM • Impossible Cloud	Not Available	$1.14/hr★ Best 2x GPU	—	Impossible Cloud GPU offers feed
L40S 48GB VRAM • Not Available Impossible Cloud $1.14/hour 2x GPU configuration Updated: 9/24/2026 ★Best Price Impossible Cloud GPU offers feed
RTX 4090 24GB VRAM • Beam	$0.69/hr★ Best	Not Available	—	Beam
RTX 4090 24GB VRAM • Beam $0.69/hour Updated: 9/22/2026 ★Best Price Not Available Beam
RTX 5090 32GB VRAM • Beam	$1.09/hr★ Best	Not Available	—	Beam
RTX 5090 32GB VRAM • Beam $1.09/hour Updated: 9/22/2026 ★Best Price Not Available Beam

Features Comparison

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

Impossible Cloud

Bare Metal GPU Clusters
Dedicated NVIDIA systems without virtualization, from 2-GPU PCIe servers to 8-GPU SXM nodes and GB300 NVL72 racks, with InfiniBand or RoCE interconnect on larger clusters.
Published Term Pricing
Each listed cluster shows a per-GPU-hour rate for every available contract term, from one month to 60 months, along with region, node count and availability date.
Public Pricing Feed
The GPU offer list is published as an unauthenticated JSON feed, regenerated daily.
S3-Compatible Object Storage
Object storage compatible with the AWS S3 API, with no egress or API-call fees and no minimum storage duration.
Managed Inference
OpenAI-compatible inference endpoints for open-weight models (DeepSeek, Qwen, Kimi, GLM, gpt-oss, Nemotron), billed per million tokens; currently in early access.
Compliance
Headquartered in Germany with ISO 27001 certification and GDPR-aligned data handling in European data centers.

Pros & Cons

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

Impossible Cloud

Advantages

Per-GPU-hour rates published for every listed cluster and contract term
GPU compute and S3 object storage from one provider, so data and compute can sit in the same region
Dedicated bare metal hardware without virtualization
German headquarters and European data residency options

Considerations

No on-demand hourly rate; all GPU capacity is sold on committed terms
Many listed clusters have a future availability date rather than immediate capacity
Some listings show region, configuration or node count only on request

Compute Services

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

Impossible Cloud

Pricing Options

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

Impossible Cloud

Committed GPU Terms

Per-GPU-hour rates for contract terms from one month to 60 months; longer terms carry lower rates.

Storage Pay-as-you-go

Object storage billed per TB per month with no egress or API-call fees.

Storage Reserved Capacity

Discounted per-TB storage pricing for 1, 3 and 5 year capacity commitments, sold through partners.

Per-Token Inference

Managed inference billed per million tokens, with rates provided on request during early access.

Getting Started

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

Impossible Cloud

Get Started

1
Browse Available Clusters
Filter the bare metal GPU listings by GPU model, region and contract term.
2
Request a Quote
Request a listed cluster or a custom configuration; quotes are sent by email.
3
Agree Term and Deployment
Confirm the contract term, region and start date for the cluster.
4
Manage in the Console
Use the Impossible Cloud management console for GPU servers and storage.

Support & Global Availability

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

Impossible Cloud

Global Regions

GPU clusters listed in EU, US and APAC regions; object storage in European and US data centers

Support

Customer support portal, knowledge base and documentation; regional consultants for quotes and deployment.