Amazon AWS vs Hot Aisle
Compare GPU pricing, features, and specifications between Amazon AWS and Hot Aisle cloud providers. Find the best deals for AI training, inference, and ML workloads.
Amazon AWS
Provider 1
Hot Aisle
Provider 2
Comparison Overview
GPU Pricing Comparison
| GPU Model ↑ | Amazon AWS Price | Hot Aisle Price | Price Diff ↕ | Sources |
|---|---|---|---|---|
A10 24GB VRAM • Amazon AWS | Not Available | — | ||
A10 24GB VRAM • | ||||
A100 PCIE 40GB VRAM • Amazon AWS | 8x GPU | Not Available | — | |
A100 PCIE 40GB VRAM • | ||||
A100 SXM 80GB VRAM • Amazon AWS | 8x GPU | Not Available | — | |
A100 SXM 80GB VRAM • | ||||
B200 192GB VRAM • Amazon AWS | 72x GPU | Not Available | — | |
B200 192GB VRAM • | ||||
H100 80GB VRAM • Amazon AWS | 8x GPU | Not Available | — | |
H100 80GB VRAM • | ||||
H200 141GB VRAM • Amazon AWS | 8x GPU | Not Available | — | |
H200 141GB VRAM • | ||||
MI300X 192GB VRAM • Hot Aisle | Not Available | — | ||
MI300X 192GB VRAM • | ||||
A10 24GB VRAM • Amazon AWS | Not Available | — | ||
A10 24GB VRAM • | ||||
A100 PCIE 40GB VRAM • Amazon AWS | 8x GPU | Not Available | — | |
A100 PCIE 40GB VRAM • | ||||
A100 SXM 80GB VRAM • Amazon AWS | 8x GPU | Not Available | — | |
A100 SXM 80GB VRAM • | ||||
B200 192GB VRAM • Amazon AWS | 72x GPU | Not Available | — | |
B200 192GB VRAM • | ||||
H100 80GB VRAM • Amazon AWS | 8x GPU | Not Available | — | |
H100 80GB VRAM • | ||||
H200 141GB VRAM • Amazon AWS | 8x GPU | Not Available | — | |
H200 141GB VRAM • | ||||
MI300X 192GB VRAM • Hot Aisle | Not Available | — | ||
MI300X 192GB VRAM • | ||||
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 Pricing
Published $1.99/GPU/hr MI300X rate with no contracts and billing by the minute.
- 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.
- Operations & API
SSH, BMC, iDRAC access and an API for lifecycle automation; dstack integration highlighted.
- Tier 5 Facility
Switch Pyramid data center in Grand Rapids, Michigan with renewable energy and layered security.
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
- On-demand MI300X VMs and bare metal with transparent minute-based pricing
- Dense XE9680 nodes with 8x400G RoCEv2 for multi-server scaling
- 100G internet with unlimited bandwidth plus included IPv4/IPv6 addresses
- Hands-on support with ROCm-ready images, API access, and optional cluster tooling installs
Considerations
- Single public region (Grand Rapids, MI) limits locality options
- AMD-only GPU lineup today; MI355x is reservation-only for now
- Documentation lives in site pages and API docs, so some workflows may require coordinator support
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
On-demand MI300X VMs billed by the minute with inclusive bandwidth.
MI300X Bare Metal
Dell PowerEdge XE9680 access with full control for custom deployments.
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.
Hot Aisle
Minute-billed MI300X
Published $1.99 per GPU-hour MI300X rate with on-demand, no-contract access billed by the minute.
VM sizes from 1-8 GPUs
Small (1x), Medium (2x/4x), and Large (8x) MI300X VMs with inclusive 100G internet and public IPv4/IPv6.
Bare metal XE9680
8x MI300X bare metal nodes with 8x400G RoCEv2; custom designs and MI355x reservations available via sales.
Getting Started
Amazon AWS
- 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
- 1
Connect to the admin portal
SSH to admin.hotaisle.app and create your account from the TUI.
- 2
Add billing credits
Load credits via credit card to unlock on-demand VM launches.
- 3
Pick a VM size
Choose 1, 2, 4, or 8 MI300X VMs or the 8x MI300X bare metal option.
- 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 API or dstack integration for lifecycle management and monitoring.
Support & Global Availability
Amazon AWS
Global Regions
30+ regions and 100+ 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
hello@hotaisle.ai with real-time Slack/Discord access, white-glove onboarding, API docs, and Dell ProSupport-backed hardware.
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