Google Cloud vs Hot Aisle
Compare GPU pricing, features, and specifications between Google Cloud and Hot Aisle cloud providers. Find the best deals for AI training, inference, and ML workloads.
Google Cloud
Provider 1
Hot Aisle
Provider 2
Comparison Overview
GPU Pricing Comparison
| GPU Model ↑ | Google Cloud Price | Hot Aisle Price | Price Diff ↕ | Sources |
|---|---|---|---|---|
MI300X 192GB VRAM • Hot Aisle | Not Available | — | ||
MI300X 192GB VRAM • | ||||
MI300X 192GB VRAM • Hot Aisle | Not Available | — | ||
MI300X 192GB VRAM • | ||||
Features Comparison
Google Cloud
- Compute Engine
Scalable virtual machines with a wide range of machine types, including GPUs.
- Google Kubernetes Engine (GKE)
Managed Kubernetes service for deploying and managing containerized applications.
- Cloud Functions
Event-driven serverless compute platform.
- Cloud Run
Fully managed serverless platform for containerized applications.
- Vertex AI
Unified ML platform for building, deploying, and managing ML models.
- Preemptible VMs
Short-lived compute instances at a significant discount, suitable for fault-tolerant workloads.
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
Google Cloud
Advantages
- Flexible pricing options, including sustained use discounts
- Strong AI and machine learning tools (Vertex AI)
- Good integration with other Google services
- Cutting-edge Kubernetes implementation (GKE)
Considerations
- Limited availability in some regions compared to AWS
- Complexity in managing resources
- Support can be costly
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
Google Cloud
Compute Engine
Offers customizable virtual machines running in Google's data centers.
Google Kubernetes Engine (GKE)
Managed Kubernetes service for running containerized applications.
- Automated Kubernetes operations
- Integration with Google Cloud services
Cloud Functions
Serverless compute platform for running code in response to events.
- Automatic scaling and high availability
- Pay only for the compute time consumed
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
Google Cloud
On-Demand
Pay for compute capacity per hour or per second, with no long-term commitments.
Sustained Use Discounts
Automatic discounts for running instances for a significant portion of the month.
Committed Use Discounts
Save up to 57% with a 1-year or 3-year commitment to a minimum level of resource usage.
Preemptible VMs
Save up to 80% for fault-tolerant workloads that can be interrupted.
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
Google Cloud
- 1
Create a Google Cloud project
Set up a project in the Google Cloud Console.
- 2
Enable billing
Set up a billing account to pay for resource usage.
- 3
Choose a compute service
Select Compute Engine, GKE, Cloud Functions, or Cloud Run based on your needs.
- 4
Create and configure an instance
Launch a VM instance, configure a Kubernetes cluster, or deploy a function/application.
- 5
Manage resources
Use the Cloud Console, command-line tools, or APIs to manage your resources.
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
Google Cloud
Global Regions
40+ regions and 120+ zones worldwide.
Support
Role-based (free), Standard, Enhanced and Premium support plans. Comprehensive documentation, community 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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