What is the difference between Amazon AWS and Hot Aisle?

Amazon AWS and Hot Aisle 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 Hot Aisle?

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 Hot Aisle?

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 Amazon AWS and Hot Aisle, with 0 models available from both providers.

Amazon AWS vs Hot Aisle

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

Amazon AWS

Provider 1

GPUs Available

Visit Website

Hot Aisle

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

Amazon AWS GPUs

Hot Aisle GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 9Both available: 0Amazon AWS: 8Hot Aisle: 1

Showing 9 of 9 GPUs

Last updated: 10/5/2026, 6:19:29 PM

GPU Model ↑	Amazon AWS Price	Hot Aisle 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
MI300X 192GB VRAM • Hot Aisle	Not Available	$2.99/hr★ Best	—	Hot Aisle
MI300X 192GB VRAM • Not Available Hot Aisle $2.99/hour Updated: 10/4/2026 ★Best Price Hot Aisle
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
MI300X 192GB VRAM • Hot Aisle	Not Available	$2.99/hr★ Best	—	Hot Aisle
MI300X 192GB VRAM • Not Available Hot Aisle $2.99/hour Updated: 10/4/2026 ★Best Price Hot Aisle
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: 56Both available: 0Amazon AWS: 56Hot Aisle: 0

Showing 15 of 56 models

Prices per 1M tokens · Last updated: 10/5/2026, 6:19:28 PM

Model ↑	Amazon AWS	Hot Aisle	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

Hot Aisle

AMD MI300X Fleet
Dell PowerEdge XE9680 servers with 8x 192GB AMD Instinct MI300X GPUs and Intel Xeon CPUs.
Minute-Level VM Billing
Transparent published MI300X rates with self-service VMs metered by the minute through Stripe; 8-GPU bare metal runs on monthly terms.
Automation Below Kubernetes
NetBox-backed inventory plus automated SONiC networking, PXE boot, host setup, and current ROCm drivers, so orchestration is not the first layer.
Isolated KVM Instances
NUMA-balanced KVM virtual machines with direct GPU access and private isolated networking to avoid noisy neighbors.
High-Speed Fabric
8x400G RoCEv2 per chassis plus 100G internet and unlimited bandwidth.
Ready-to-Use Images
Ubuntu options with ROCm, Docker, and optional K8s/Slurm/Ray installs via cloud-init.

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

Hot Aisle

Advantages

Self-service MI300X VMs with transparent published rates metered by the minute, no sales call required
Dense XE9680 nodes with 8x400G RoCEv2 for multi-server scaling
Credit card to running compute in under a minute, with public IP and firewall control included
100G internet with unlimited bandwidth plus included IPv4/IPv6 addresses

Considerations

Single public region (Grand Rapids, MI) limits locality options
AMD-only GPU lineup today; MI355X is reservation-only for now
Self-service VMs top out at 4 GPUs; 8-GPU nodes require a bare metal reservation with a one-month minimum

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

Hot Aisle

MI300X Virtual Machines

Self-service, pay-as-you-go MI300X VMs in 1, 2, and 4 GPU sizes, billed by the minute with inclusive bandwidth.

MI300X Bare Metal

Dedicated Dell PowerEdge XE9680 nodes with full control, reserved on monthly terms with a one-month minimum.

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.

Hot Aisle

Pay-as-you-go MI300X VMs

Self-service Small (1x) and Medium (2x/4x) MI300X VMs at a published per-GPU hourly rate, metered by the minute through Stripe with no reservation or cloud minimum.

Monthly bare metal

Dedicated 8x MI300X XE9680 nodes at a published per-GPU hourly rate on monthly terms with a one-month minimum.

Custom clusters and reservations

Cluster design services for bespoke configurations and locations, plus MI355X reservations, arranged with the team.

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.

Hot Aisle

Get Started

1
Follow the quick start
Create your account and team through the quick start guide and terminal UI.
2
Add billing credits
Purchase team credits via credit card to unlock self-service VM launches.
3
Pick a VM size
Choose a 1x, 2x, or 4x MI300X VM, or reserve an 8x MI300X bare metal node.
4
Launch and configure
Select Ubuntu and start the instance; ROCm and Docker come preinstalled with cloud-init support.
5
Automate with the API
Use the documented REST API or CLI for VM and bare metal lifecycle management, power control, and SSH key management.

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.

Hot Aisle

Global Regions

Switch Pyramid data center in Grand Rapids, Michigan (Tier 5 facility, renewable energy, high physical security).

Support

White glove support via a direct Slack channel with the engineers who operate the platform, plus hello@hotaisle.ai, API docs, and Dell ProSupport Next Business Day hardware coverage.