What is the difference between Amazon AWS and Empirio Labs?

Amazon AWS and Empirio Labs 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 Empirio Labs?

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 Empirio Labs?

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 Amazon AWS and Empirio Labs, with 0 models available from both providers.

Amazon AWS vs Empirio Labs

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

Amazon AWS

Provider 1

GPUs Available

Visit Website

Empirio Labs

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

Amazon AWS GPUs

Empirio Labs GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 8Both available: 0Amazon AWS: 8Empirio Labs: 0

Showing 8 of 8 GPUs

Last updated: 10/5/2026, 9:15:38 PM

GPU Model ↑	Amazon AWS Price	Empirio Labs 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: 10/5/2026 ★Best Price Not Available AWS EC2 Pricing API
A100 SXM 80GB VRAM • Amazon AWS	$3.43/hr★ Best 8x GPU	Not Available	—	AWS EC2 Pricing API
A100 SXM 80GB VRAM • Amazon AWS $3.43/hour 8x GPU configuration Updated: 10/5/2026 ★Best Price Not Available AWS EC2 Pricing API
A100 SXM 40GB 40GB VRAM • Amazon AWS	$2.74/hr★ Best 8x GPU	Not Available	—	AWS EC2 Pricing API
A100 SXM 40GB 40GB VRAM • Amazon AWS $2.74/hour 8x GPU configuration Updated: 10/5/2026 ★Best Price Not Available AWS EC2 Pricing API
H100 SXM 80GB VRAM • Amazon AWS	$6.88/hr★ Best 8x GPU	Not Available	—	AWS EC2 Pricing API
H100 SXM 80GB VRAM • Amazon AWS $6.88/hour 8x GPU configuration Updated: 10/5/2026 ★Best Price Not Available AWS EC2 Pricing API
H200 141GB VRAM • Amazon AWS	$7.91/hr★ Best 8x GPU	Not Available	—	AWS EC2 Pricing API
H200 141GB VRAM • Amazon AWS $7.91/hour 8x GPU configuration Updated: 10/5/2026 ★Best Price Not Available AWS EC2 Pricing API
L4 24GB VRAM • Amazon AWS	$0.80/hr★ Best	Not Available	—	AWS EC2 Pricing API
L4 24GB VRAM • Amazon AWS $0.80/hour Updated: 10/5/2026 ★Best Price Not Available AWS EC2 Pricing API
L40S 48GB VRAM • Amazon AWS	$1.86/hr★ Best	Not Available	—	AWS EC2 Pricing API
L40S 48GB VRAM • Amazon AWS $1.86/hour Updated: 10/5/2026 ★Best Price Not Available AWS EC2 Pricing API
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: 10/5/2026 ★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: 10/5/2026 ★Best Price Not Available AWS EC2 Pricing API
A100 SXM 80GB VRAM • Amazon AWS	$3.43/hr★ Best 8x GPU	Not Available	—	AWS EC2 Pricing API
A100 SXM 80GB VRAM • Amazon AWS $3.43/hour 8x GPU configuration Updated: 10/5/2026 ★Best Price Not Available AWS EC2 Pricing API
A100 SXM 40GB 40GB VRAM • Amazon AWS	$2.74/hr★ Best 8x GPU	Not Available	—	AWS EC2 Pricing API
A100 SXM 40GB 40GB VRAM • Amazon AWS $2.74/hour 8x GPU configuration Updated: 10/5/2026 ★Best Price Not Available AWS EC2 Pricing API
H100 SXM 80GB VRAM • Amazon AWS	$6.88/hr★ Best 8x GPU	Not Available	—	AWS EC2 Pricing API
H100 SXM 80GB VRAM • Amazon AWS $6.88/hour 8x GPU configuration Updated: 10/5/2026 ★Best Price Not Available AWS EC2 Pricing API
H200 141GB VRAM • Amazon AWS	$7.91/hr★ Best 8x GPU	Not Available	—	AWS EC2 Pricing API
H200 141GB VRAM • Amazon AWS $7.91/hour 8x GPU configuration Updated: 10/5/2026 ★Best Price Not Available AWS EC2 Pricing API
L4 24GB VRAM • Amazon AWS	$0.80/hr★ Best	Not Available	—	AWS EC2 Pricing API
L4 24GB VRAM • Amazon AWS $0.80/hour Updated: 10/5/2026 ★Best Price Not Available AWS EC2 Pricing API
L40S 48GB VRAM • Amazon AWS	$1.86/hr★ Best	Not Available	—	AWS EC2 Pricing API
L40S 48GB VRAM • Amazon AWS $1.86/hour Updated: 10/5/2026 ★Best Price Not Available AWS EC2 Pricing API
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: 10/5/2026 ★Best Price Not Available AWS EC2 Pricing API

LLM API Pricing Comparison

Total models: 89Both available: 1Amazon AWS: 56Empirio Labs: 34

Showing 15 of 89 models

Prices per 1M tokens · Last updated: 10/5/2026, 9:15:38 PM

Model ↑	Amazon AWS	Empirio Labs	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	$0.570 in $1.71 out	$0.050
DeepSeek V4 Flash DeepSeek	Not available	$0.140 in $0.280 out	—
DeepSeek V4 Pro DeepSeek	Not available	$1.32 in $3.96 out	—
DeepSeek V4.1 Flash DeepSeek	Not available	$0.300 in $1.20 out	—
Gemma 3 12B Google	$0.090 in $0.290 out	Not available	—
Gemma 3 27B Google	$0.230 in $0.380 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

Empirio Labs

Open-source Model Hosting
Deploys selected open-source models on its own GPUs.
Optimized Proprietary Endpoints
Integrates commercial models with enhanced features and user-friendly endpoints.
Custom AI Deployments
Builds custom AI systems tailored to client needs.
Pay-as-you-go Pricing
Offers flexible usage-based payment options.
High Rate Limits
Provides higher request limits compared to direct service providers.

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

Empirio Labs

Advantages

Specializes in open-source model deployment
Offers custom model integration
Flexible payment options enhance accessibility
Higher rate limits facilitate better performance

Considerations

Lacks clear information on regional availability
Limited details on specific legal entity
Contact email is the only published contact point

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

Empirio Labs

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.

Empirio Labs

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.

Empirio Labs

Get Started

1
Explore Models
Visit the models page to view available options.
2
Contact Support
Reach out for inquiries or tailored deployments.
3
Create an Account
Sign up on the platform for access to services.
4
Review Documentation
Check available resources for integration guidance.
5
Start Deploying
Begin using hosted models or custom integrations.

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.

Empirio Labs

Global Regions

Global

Support

Email support available for inquiries and guidance.