What is the difference between Beam and Nebius?

Beam and Nebius 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 Nebius?

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 Nebius?

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 8 different GPU models across both Beam and Nebius, with 0 models available from both providers.

Beam vs Nebius

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

Beam

Provider 1

GPUs Available

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Nebius

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

Beam GPUs

Nebius GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 8Both available: 0Beam: 2Nebius: 6

Showing 8 of 8 GPUs

Last updated: 11/6/2026, 9:25:02 PM

GPU Model ↑	Beam Price	Nebius Price	Price Diff ↕	Sources
B200 180GB VRAM • Nebius	Not Available	$4.50/hr★ Best	—	Nebius
B200 180GB VRAM • Not Available Nebius $4.50/hour Updated: 11/6/2026 ★Best Price Nebius
H100 SXM 80GB VRAM • Nebius	Not Available	$0.79/hr★ Best	—	Nebius
H100 SXM 80GB VRAM • Not Available Nebius $0.79/hour Updated: 11/6/2026 ★Best Price Nebius
H200 141GB VRAM • Nebius	Not Available	$1.40/hr★ Best	—	Nebius
H200 141GB VRAM • Not Available Nebius $1.40/hour Updated: 11/6/2026 ★Best Price Nebius
HGX B300 288GB VRAM • Nebius	Not Available	$8.89/hr★ Best	—	Nebius
HGX B300 288GB VRAM • Not Available Nebius $8.89/hour Updated: 11/6/2026 ★Best Price Nebius
L40S 48GB VRAM • Nebius	Not Available	$0.74/hr★ Best	—	Nebius
L40S 48GB VRAM • Not Available Nebius $0.74/hour Updated: 11/6/2026 ★Best Price Nebius
RTX 4090 24GB VRAM • Beam	$0.69/hr★ Best	Not Available	—	Beam
RTX 4090 24GB VRAM • Beam $0.69/hour Updated: 11/4/2026 ★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: 11/4/2026 ★Best Price Not Available Beam
RTX PRO 6000 96GB VRAM • Nebius	Not Available	$1.00/hr★ Best	—	Nebius
RTX PRO 6000 96GB VRAM • Not Available Nebius $1.00/hour Updated: 11/6/2026 ★Best Price Nebius

B200 180GB VRAM • Nebius	Not Available	$4.50/hr★ Best	—	Nebius
B200 180GB VRAM • Not Available Nebius $4.50/hour Updated: 11/6/2026 ★Best Price Nebius
H100 SXM 80GB VRAM • Nebius	Not Available	$0.79/hr★ Best	—	Nebius
H100 SXM 80GB VRAM • Not Available Nebius $0.79/hour Updated: 11/6/2026 ★Best Price Nebius
H200 141GB VRAM • Nebius	Not Available	$1.40/hr★ Best	—	Nebius
H200 141GB VRAM • Not Available Nebius $1.40/hour Updated: 11/6/2026 ★Best Price Nebius
HGX B300 288GB VRAM • Nebius	Not Available	$8.89/hr★ Best	—	Nebius
HGX B300 288GB VRAM • Not Available Nebius $8.89/hour Updated: 11/6/2026 ★Best Price Nebius
L40S 48GB VRAM • Nebius	Not Available	$0.74/hr★ Best	—	Nebius
L40S 48GB VRAM • Not Available Nebius $0.74/hour Updated: 11/6/2026 ★Best Price Nebius
RTX 4090 24GB VRAM • Beam	$0.69/hr★ Best	Not Available	—	Beam
RTX 4090 24GB VRAM • Beam $0.69/hour Updated: 11/4/2026 ★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: 11/4/2026 ★Best Price Not Available Beam
RTX PRO 6000 96GB VRAM • Nebius	Not Available	$1.00/hr★ Best	—	Nebius
RTX PRO 6000 96GB VRAM • Not Available Nebius $1.00/hour Updated: 11/6/2026 ★Best Price Nebius

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

Nebius

Transparent GPU pricing
Published on-demand rates for extensive NVIDIA GPU lineup including latest Blackwell models
Commitment discounts
Long-term commitments can cut on-demand rates by up to 35%
HGX clusters
Multi-GPU HGX B300/B200/H200/H100 nodes with per-GPU table pricing
Preemptible instances
Cost-effective preemptible GPU pricing for fault-tolerant workloads
Flexible payment options
Support for both credit card and bank transfer payment methods
Self-service console
Launch and manage AI Cloud resources directly from the Nebius console

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

Nebius

Advantages

Transparent published hourly GPU pricing across extensive NVIDIA lineup with commitment discounts available
Latest Blackwell GB300/GB200 and HGX B300/B200/H200/H100 options for AI training
Self-service console with preemptible pricing options for cost optimization
Vertical integration aimed at predictable pricing and performance with flexible payment methods

Considerations

Regional availability is not fully enumerated on public pages
Premium Blackwell GB300/GB200 models and large HGX capacity require sales engagement
Pricing for ancillary services (storage/network) is less visible than GPU rates

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

Nebius

AI Cloud GPU Instances

On-demand GPU VMs with published hourly rates and commitment discounts.

HGX Clusters

Dense multi-GPU HGX nodes for large-scale training.

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

Nebius

On-demand GPU pricing

Published transparent hourly rates for various NVIDIA GPUs with self-service console access.

Preemptible GPU pricing

Cost-effective preemptible instances for fault-tolerant workloads at lower rates.

HGX cluster pricing

Published per-GPU-hour pricing for HGX B300, HGX B200, HGX H200, and HGX H100 multi-GPU nodes.

Commitment discounts

Save up to 35% versus on-demand with long-term commitments and larger GPU quantities.

Premium Blackwell access

Contact for availability of latest GB300 and GB200 Blackwell Ultra platforms.

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

Nebius

Get Started

1
Create an account
Sign up and log in to the Nebius AI Cloud console.
2
Add billing or credits
Attach a payment method to unlock on-demand GPU access.
3
Pick a GPU SKU
Choose from H100, H200, L40S, RTX PRO 6000, or HGX cluster configurations from the pricing catalog.
4
Launch and connect
Provision a VM or cluster and connect via SSH or your preferred tooling.
5
Optimize costs
Apply commitment discounts or talk to sales for large reservations.

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

Nebius

Global Regions

GPU clusters deployed across Europe and the US; headquarters in Amsterdam with engineering hubs in Finland, Serbia, and Israel (per About page).

Support

Documentation at docs.nebius.com, self-service AI Cloud console, and contact-sales for capacity or commitments.