What is the difference between Amazon AWS and Nebius?

Amazon AWS 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: Amazon AWS 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 Amazon AWS 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 10 different GPU models across both Amazon AWS and Nebius, with 0 models available from both providers.

Amazon AWS vs Nebius

Compare GPU and LLM inference API pricing between Amazon AWS and Nebius. Find the best rates for AI training, inference, and ML workloads.

Amazon AWS

Provider 1

GPUs Available

Visit Website

Nebius

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

Amazon AWS GPUs

Nebius GPUs

Direct Comparisons

Average Price Difference: $3.09/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 10Both available: 3Amazon AWS: 7Nebius: 6

Showing 10 of 10 GPUs

Last updated: 9/24/2026, 11:23:52 PM

GPU Model ↑	Amazon AWS Price	Nebius Price	Price Diff ↕	Sources
A10 24GB VRAM • Amazon AWS	$1.01/hr★ Best	Not Available	—	AWS EC2 Pricing API
A10 24GB VRAM • Amazon AWS $1.01/hour Updated: 9/24/2026 ★Best Price Not Available AWS EC2 Pricing API
A100 SXM 80GB VRAM • Amazon AWS	$2.74/hr★ Best 8x GPU	Not Available	—	AWS EC2 Pricing API
A100 SXM 80GB VRAM • Amazon AWS $2.74/hour 8x GPU configuration Updated: 9/24/2026 ★Best Price Not Available AWS EC2 Pricing API
B200 180GB VRAM • Nebius	Not Available	$7.15/hr★ Best	—	Nebius
B200 180GB VRAM • Not Available Nebius $7.15/hour Updated: 9/24/2026 ★Best Price Nebius
H100 SXM 80GB VRAM • Amazon AWSNebius	$6.88/hr 8x GPU	$2.15/hr★ Best	↑+$4.73(+220.0%)	AWS EC2 Pricing API Nebius
H100 SXM 80GB VRAM • Amazon AWS $6.88/hour 8x GPU configuration Updated: 9/24/2026 Nebius $2.15/hour Updated: 9/21/2026 ★Best Price Price Difference:↑+$4.73(+220.0%) AWS EC2 Pricing API Nebius
H200 141GB VRAM • Amazon AWSNebius	$7.91/hr 8x GPU	$4.50/hr★ Best	↑+$3.41(+75.8%)	AWS EC2 Pricing API Nebius
H200 141GB VRAM • Amazon AWS $7.91/hour 8x GPU configuration Updated: 9/24/2026 Nebius $4.50/hour Updated: 9/24/2026 ★Best Price Price Difference:↑+$3.41(+75.8%) AWS EC2 Pricing API Nebius
HGX B300 288GB VRAM • Nebius	Not Available	$4.30/hr★ Best	—	Nebius
HGX B300 288GB VRAM • Not Available Nebius $4.30/hour Updated: 9/21/2026 ★Best Price Nebius
L4 24GB VRAM • Amazon AWS	$0.80/hr★ Best	Not Available	—	AWS EC2 Pricing API
L4 24GB VRAM • Amazon AWS $0.80/hour Updated: 9/24/2026 ★Best Price Not Available AWS EC2 Pricing API
L40S 48GB VRAM • Amazon AWSNebius	$1.86/hr	$0.74/hr★ Best	↑+$1.12(+151.5%)	AWS EC2 Pricing API Nebius
L40S 48GB VRAM • Amazon AWS $1.86/hour Updated: 9/24/2026 Nebius $0.74/hour Updated: 9/24/2026 ★Best Price Price Difference:↑+$1.12(+151.5%) AWS EC2 Pricing API Nebius
RTX PRO 6000 96GB VRAM • Nebius	Not Available	$0.79/hr★ Best	—	Nebius
RTX PRO 6000 96GB VRAM • Not Available Nebius $0.79/hour Updated: 9/24/2026 ★Best Price Nebius
Tesla T4 16GB VRAM • Amazon AWS	$0.53/hr★ Best	Not Available	—	AWS EC2 Pricing API
Tesla T4 16GB VRAM • Amazon AWS $0.53/hour Updated: 9/24/2026 ★Best Price Not Available AWS EC2 Pricing API

A10 24GB VRAM • Amazon AWS	$1.01/hr★ Best	Not Available	—	AWS EC2 Pricing API
A10 24GB VRAM • Amazon AWS $1.01/hour Updated: 9/24/2026 ★Best Price Not Available AWS EC2 Pricing API
A100 SXM 80GB VRAM • Amazon AWS	$2.74/hr★ Best 8x GPU	Not Available	—	AWS EC2 Pricing API
A100 SXM 80GB VRAM • Amazon AWS $2.74/hour 8x GPU configuration Updated: 9/24/2026 ★Best Price Not Available AWS EC2 Pricing API
B200 180GB VRAM • Nebius	Not Available	$7.15/hr★ Best	—	Nebius
B200 180GB VRAM • Not Available Nebius $7.15/hour Updated: 9/24/2026 ★Best Price Nebius
H100 SXM 80GB VRAM • Amazon AWSNebius	$6.88/hr 8x GPU	$2.15/hr★ Best	↑+$4.73(+220.0%)	AWS EC2 Pricing API Nebius
H100 SXM 80GB VRAM • Amazon AWS $6.88/hour 8x GPU configuration Updated: 9/24/2026 Nebius $2.15/hour Updated: 9/21/2026 ★Best Price Price Difference:↑+$4.73(+220.0%) AWS EC2 Pricing API Nebius
H200 141GB VRAM • Amazon AWSNebius	$7.91/hr 8x GPU	$4.50/hr★ Best	↑+$3.41(+75.8%)	AWS EC2 Pricing API Nebius
H200 141GB VRAM • Amazon AWS $7.91/hour 8x GPU configuration Updated: 9/24/2026 Nebius $4.50/hour Updated: 9/24/2026 ★Best Price Price Difference:↑+$3.41(+75.8%) AWS EC2 Pricing API Nebius
HGX B300 288GB VRAM • Nebius	Not Available	$4.30/hr★ Best	—	Nebius
HGX B300 288GB VRAM • Not Available Nebius $4.30/hour Updated: 9/21/2026 ★Best Price Nebius
L4 24GB VRAM • Amazon AWS	$0.80/hr★ Best	Not Available	—	AWS EC2 Pricing API
L4 24GB VRAM • Amazon AWS $0.80/hour Updated: 9/24/2026 ★Best Price Not Available AWS EC2 Pricing API
L40S 48GB VRAM • Amazon AWSNebius	$1.86/hr	$0.74/hr★ Best	↑+$1.12(+151.5%)	AWS EC2 Pricing API Nebius
L40S 48GB VRAM • Amazon AWS $1.86/hour Updated: 9/24/2026 Nebius $0.74/hour Updated: 9/24/2026 ★Best Price Price Difference:↑+$1.12(+151.5%) AWS EC2 Pricing API Nebius
RTX PRO 6000 96GB VRAM • Nebius	Not Available	$0.79/hr★ Best	—	Nebius
RTX PRO 6000 96GB VRAM • Not Available Nebius $0.79/hour Updated: 9/24/2026 ★Best Price Nebius
Tesla T4 16GB VRAM • Amazon AWS	$0.53/hr★ Best	Not Available	—	AWS EC2 Pricing API
Tesla T4 16GB VRAM • Amazon AWS $0.53/hour Updated: 9/24/2026 ★Best Price Not Available AWS EC2 Pricing API

LLM API Pricing Comparison

Total models: 55Both available: 0Amazon AWS: 55Nebius: 0

Showing 15 of 55 models

Prices per 1M tokens · Last updated: 9/24/2026, 11:23:52 PM

Model ↑	Amazon AWS	Nebius	Input Diff ↕
Claude 3 Haiku Anthropic	$0.250 in $1.25 out	Not available	—
Claude 3.5 Haiku Anthropic	$0.800 in $4.00 out	Not available	—
Claude 3.5 Sonnet Anthropic	$3.00 in $15.00 out	Not available	—
Claude 3.7 Sonnet Anthropic	$3.00 in $15.00 out	Not available	—
Claude Haiku 4.5 Anthropic	$1.10 in $5.50 out	Not available	—
Claude Opus 4.1 Anthropic	$15.00 in $75.00 out	Not available	—
Claude Opus 4.5 Anthropic	$5.50 in $27.50 out	Not available	—
Claude Opus 4.6 Anthropic	$5.50 in $27.50 out	Not available	—
Claude Sonnet 4.5 Anthropic	$3.30 in $16.50 out	Not available	—
DeepSeek V3.2 DeepSeek	$0.620 in $1.85 out	Not available	—
Gemma 3 12B Google	$0.090 in $0.290 out	Not available	—
Gemma 3 27B Google	$0.230 in $0.380 out	Not available	—
Gemma 3 4B Google	$0.040 in $0.080 out	Not available	—
GLM 4.7 Flash Zhipu	$0.070 in $0.400 out	Not available	—
GLM-4.7 Zhipu	$0.600 in $2.20 out	Not available	—

Features Comparison

Amazon AWS

Global Infrastructure
Extensive network of data centers across multiple regions worldwide
Pay-as-you-go Pricing
Flexible pricing model with no upfront commitments required
Advanced Security
Comprehensive security tools and compliance certifications
Auto Scaling
Automatically adjust resources based on demand
Integrated Services
Extensive ecosystem of services that work seamlessly together
Developer Tools
Comprehensive suite of tools for development, deployment, and management

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

Amazon AWS

Advantages

Broad range of compute options including GPUs
Highly scalable and reliable infrastructure
Pay-as-you-go pricing with cost optimization tools
Extensive global network of data centers

Considerations

Complex pricing structure
Steep learning curve for new users
Potential for unexpected costs without proper management

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 cutting-edge 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

Amazon AWS

Amazon EC2

Virtual servers in the cloud with a wide range of instance types.

Amazon ECS

Fully managed container orchestration service.

Support for Docker containers
Integration with other AWS services

Amazon EKS

Managed Kubernetes service for container orchestration.

Certified Kubernetes conformant
Integrates with AWS networking and security services

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

Amazon AWS

On-Demand Instances

Pay for compute capacity by the second with no long-term commitments.

Spot Instances

Use spare EC2 capacity at up to 90% off the On-Demand price.

Reserved Instances

Save up to 72% compared to On-Demand pricing with a 1 or 3-year commitment.

Savings Plans

Save up to 72% on compute usage with a 1 or 3-year commitment to a consistent amount of usage.

EC2 Capacity Blocks for ML

Reserve accelerated compute capacity for a future start date and a defined duration; billed as an upfront reservation fee plus an operating system fee.

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

Amazon AWS

Get Started

1
Sign up for AWS
Create an AWS account to access the cloud platform.
2
Choose a compute service
Select from EC2, Lambda, or container services based on your workload needs.
3
Launch an instance
Configure and launch your first compute instance or container.
4
Set up security
Configure security groups and access controls for your resources.
5
Monitor and optimize
Use AWS CloudWatch and Compute Optimizer to monitor performance and reduce costs.

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

Amazon AWS

Global Regions

39 geographic regions and 123 availability zones worldwide.

Support

Basic (free), Developer, Business, Enterprise support plans with varying response times and features. Extensive documentation, forums, and training resources.

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.