What is the difference between Atlas Cloud and Amazon AWS?

Atlas Cloud and Amazon AWS 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 Amazon AWS?

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 Amazon AWS?

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 7 different GPU models across both Atlas Cloud and Amazon AWS, with 0 models available from both providers.

Atlas Cloud vs Amazon AWS

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

Atlas Cloud

Provider 1

GPUs Available

Visit Website

Amazon AWS

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

Atlas Cloud GPUs

Amazon AWS GPUs

Direct Comparisons

Average Price Difference: $4.17/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 7Both available: 2Atlas Cloud: 2Amazon AWS: 7

Showing 7 of 7 GPUs

Last updated: 9/25/2026, 12:01:18 PM

GPU Model ↑	Atlas Cloud Price	Amazon AWS Price	Price Diff ↕	Sources
A10 24GB VRAM • Amazon AWS	Not Available	$1.01/hr★ Best	—	AWS EC2 Pricing API
A10 24GB VRAM • Not Available Amazon AWS $1.01/hour Updated: 9/25/2026 ★Best Price AWS EC2 Pricing API
A100 SXM 80GB VRAM • Amazon AWS	Not Available	$2.74/hr★ Best 8x GPU	—	AWS EC2 Pricing API
A100 SXM 80GB VRAM • Not Available Amazon AWS $2.74/hour 8x GPU configuration Updated: 9/25/2026 ★Best Price AWS EC2 Pricing API
H100 SXM 80GB VRAM • Atlas CloudAmazon AWS	$2.95/hr★ Best	$6.88/hr 8x GPU	↓$3.93(57.1%)	Atlas Cloud AWS EC2 Pricing API
H100 SXM 80GB VRAM • Atlas Cloud $2.95/hour Updated: 9/25/2026 ★Best Price Amazon AWS $6.88/hour 8x GPU configuration Updated: 9/25/2026 Price Difference:↓$3.93(57.1%) Atlas Cloud AWS EC2 Pricing API
H200 141GB VRAM • Atlas CloudAmazon AWS	$3.50/hr★ Best	$7.91/hr 8x GPU	↓$4.41(55.8%)	Atlas Cloud AWS EC2 Pricing API
H200 141GB VRAM • Atlas Cloud $3.50/hour Updated: 9/25/2026 ★Best Price Amazon AWS $7.91/hour 8x GPU configuration Updated: 9/25/2026 Price Difference:↓$4.41(55.8%) Atlas Cloud AWS EC2 Pricing API
L4 24GB VRAM • Amazon AWS	Not Available	$0.80/hr★ Best	—	AWS EC2 Pricing API
L4 24GB VRAM • Not Available Amazon AWS $0.80/hour Updated: 9/25/2026 ★Best Price AWS EC2 Pricing API
L40S 48GB VRAM • Amazon AWS	Not Available	$1.86/hr★ Best	—	AWS EC2 Pricing API
L40S 48GB VRAM • Not Available Amazon AWS $1.86/hour Updated: 9/25/2026 ★Best Price AWS EC2 Pricing API
Tesla T4 16GB VRAM • Amazon AWS	Not Available	$0.53/hr★ Best	—	AWS EC2 Pricing API
Tesla T4 16GB VRAM • Not Available Amazon AWS $0.53/hour Updated: 9/25/2026 ★Best Price AWS EC2 Pricing API

A10 24GB VRAM • Amazon AWS	Not Available	$1.01/hr★ Best	—	AWS EC2 Pricing API
A10 24GB VRAM • Not Available Amazon AWS $1.01/hour Updated: 9/25/2026 ★Best Price AWS EC2 Pricing API
A100 SXM 80GB VRAM • Amazon AWS	Not Available	$2.74/hr★ Best 8x GPU	—	AWS EC2 Pricing API
A100 SXM 80GB VRAM • Not Available Amazon AWS $2.74/hour 8x GPU configuration Updated: 9/25/2026 ★Best Price AWS EC2 Pricing API
H100 SXM 80GB VRAM • Atlas CloudAmazon AWS	$2.95/hr★ Best	$6.88/hr 8x GPU	↓$3.93(57.1%)	Atlas Cloud AWS EC2 Pricing API
H100 SXM 80GB VRAM • Atlas Cloud $2.95/hour Updated: 9/25/2026 ★Best Price Amazon AWS $6.88/hour 8x GPU configuration Updated: 9/25/2026 Price Difference:↓$3.93(57.1%) Atlas Cloud AWS EC2 Pricing API
H200 141GB VRAM • Atlas CloudAmazon AWS	$3.50/hr★ Best	$7.91/hr 8x GPU	↓$4.41(55.8%)	Atlas Cloud AWS EC2 Pricing API
H200 141GB VRAM • Atlas Cloud $3.50/hour Updated: 9/25/2026 ★Best Price Amazon AWS $7.91/hour 8x GPU configuration Updated: 9/25/2026 Price Difference:↓$4.41(55.8%) Atlas Cloud AWS EC2 Pricing API
L4 24GB VRAM • Amazon AWS	Not Available	$0.80/hr★ Best	—	AWS EC2 Pricing API
L4 24GB VRAM • Not Available Amazon AWS $0.80/hour Updated: 9/25/2026 ★Best Price AWS EC2 Pricing API
L40S 48GB VRAM • Amazon AWS	Not Available	$1.86/hr★ Best	—	AWS EC2 Pricing API
L40S 48GB VRAM • Not Available Amazon AWS $1.86/hour Updated: 9/25/2026 ★Best Price AWS EC2 Pricing API
Tesla T4 16GB VRAM • Amazon AWS	Not Available	$0.53/hr★ Best	—	AWS EC2 Pricing API
Tesla T4 16GB VRAM • Not Available Amazon AWS $0.53/hour Updated: 9/25/2026 ★Best Price AWS EC2 Pricing API

LLM API Pricing Comparison

Total models: 55Both available: 0Atlas Cloud: 0Amazon AWS: 55

Showing 15 of 55 models

Prices per 1M tokens · Last updated: 9/25/2026, 12:01:17 PM

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

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

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

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

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

Compute Services

Atlas Cloud

Model APIs

Access to 400+ AI models through unified API

GPU Cloud

Deploy custom models and development environments

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

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

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.

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

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.

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

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.