What is the difference between Hot Aisle and Lyceum?

Hot Aisle and Lyceum 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: Hot Aisle or Lyceum?

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 Hot Aisle and Lyceum?

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

Hot Aisle vs Lyceum

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

Hot Aisle

Provider 1

GPUs Available

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Lyceum

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Hot Aisle GPUs

Lyceum GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 7Both available: 0Hot Aisle: 1Lyceum: 6

Showing 7 of 7 GPUs

Last updated: 10/8/2026, 3:27:39 AM

GPU Model ↑	Hot Aisle Price	Lyceum Price	Price Diff ↕	Sources
A100 SXM 80GB VRAM • Lyceum	Not Available	$1.59/hr★ Best	—	Lyceum
A100 SXM 80GB VRAM • Not Available Lyceum $1.59/hour Updated: 10/4/2026 ★Best Price Lyceum
B200 180GB VRAM • Lyceum	Not Available	$6.29/hr★ Best	—	Lyceum
B200 180GB VRAM • Not Available Lyceum $6.29/hour Updated: 10/4/2026 ★Best Price Lyceum
H100 SXM 80GB VRAM • Lyceum	Not Available	$2.48/hr★ Best	—	Lyceum
H100 SXM 80GB VRAM • Not Available Lyceum $2.48/hour Updated: 10/4/2026 ★Best Price Lyceum
H200 141GB VRAM • Lyceum	Not Available	$3.99/hr★ Best	—	Lyceum
H200 141GB VRAM • Not Available Lyceum $3.99/hour Updated: 10/4/2026 ★Best Price Lyceum
HGX B300 288GB VRAM • Lyceum	Not Available	$7.99/hr★ Best	—	Lyceum
HGX B300 288GB VRAM • Not Available Lyceum $7.99/hour Updated: 10/4/2026 ★Best Price Lyceum
L40S 48GB VRAM • Lyceum	Not Available	$1.19/hr★ Best	—	Lyceum
L40S 48GB VRAM • Not Available Lyceum $1.19/hour Updated: 10/4/2026 ★Best Price Lyceum
MI300X 192GB VRAM • Hot Aisle	$2.99/hr★ Best	Not Available	—	Hot Aisle
MI300X 192GB VRAM • Hot Aisle $2.99/hour Updated: 10/7/2026 ★Best Price Not Available Hot Aisle

A100 SXM 80GB VRAM • Lyceum	Not Available	$1.59/hr★ Best	—	Lyceum
A100 SXM 80GB VRAM • Not Available Lyceum $1.59/hour Updated: 10/4/2026 ★Best Price Lyceum
B200 180GB VRAM • Lyceum	Not Available	$6.29/hr★ Best	—	Lyceum
B200 180GB VRAM • Not Available Lyceum $6.29/hour Updated: 10/4/2026 ★Best Price Lyceum
H100 SXM 80GB VRAM • Lyceum	Not Available	$2.48/hr★ Best	—	Lyceum
H100 SXM 80GB VRAM • Not Available Lyceum $2.48/hour Updated: 10/4/2026 ★Best Price Lyceum
H200 141GB VRAM • Lyceum	Not Available	$3.99/hr★ Best	—	Lyceum
H200 141GB VRAM • Not Available Lyceum $3.99/hour Updated: 10/4/2026 ★Best Price Lyceum
HGX B300 288GB VRAM • Lyceum	Not Available	$7.99/hr★ Best	—	Lyceum
HGX B300 288GB VRAM • Not Available Lyceum $7.99/hour Updated: 10/4/2026 ★Best Price Lyceum
L40S 48GB VRAM • Lyceum	Not Available	$1.19/hr★ Best	—	Lyceum
L40S 48GB VRAM • Not Available Lyceum $1.19/hour Updated: 10/4/2026 ★Best Price Lyceum
MI300X 192GB VRAM • Hot Aisle	$2.99/hr★ Best	Not Available	—	Hot Aisle
MI300X 192GB VRAM • Hot Aisle $2.99/hour Updated: 10/7/2026 ★Best Price Not Available Hot Aisle

LLM API Pricing Comparison

Total models: 8Both available: 0Hot Aisle: 0Lyceum: 8

Showing 8 of 8 models

Prices per 1M tokens · Last updated: 10/8/2026, 3:27:39 AM

Model ↑	Hot Aisle	Lyceum	Input Diff ↕
DeepSeek V4 Flash DeepSeek	Not available	$0.250 in $0.300 out	—
DeepSeek V4 Pro DeepSeek	Not available	$1.75 in $3.50 out	—
DeepSeek V4.1 Flash DeepSeek	Not available	$0.500 in $1.50 out	—
GLM-5.2 Zhipu	Not available	$1.50 in $4.50 out	—
GLM-5.3 Z AI	Not available	$1.40 in $4.40 out	—
GLM-5.3-Flash Z AI	Not available	$0.200 in $0.500 out	—
Kimi K3 Moonshot	Not available	$3.00 in $15.00 out	—
MiniMax-M3 MiniMax	Not available	$0.400 in $2.00 out	—

Features Comparison

Hot Aisle

AMD MI300X Fleet
Dell PowerEdge XE9680 servers with 8x 192GB AMD Instinct MI300X GPUs and Intel Xeon CPUs.
Minute-Level Billing
Transparent published MI300X rates, with self-service VMs and dedicated 8-GPU bare metal both metered by the minute through Stripe.
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.

Lyceum

Serverless Inference
API access to open-source models with pay-per-token pricing.
Dedicated Endpoints
Reserved GPU capacity for production models ensuring low latency and high availability.
Serverless Training
Run training jobs on GPUs without the need for infrastructure management.
GPU Virtual Machines
Full root access to customizable GPU instances ready in seconds.
Large-Scale Clusters
Support for configurations from 8 to 8,000 GPUs with InfiniBand connectivity.

Pros & Cons

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
VMs top out at 4 GPUs; 8-GPU configurations are offered only as dedicated bare metal

Lyceum

Advantages

Instant availability of GPUs with minimal provisioning time.
No capacity planning or vendor lock-in required.
Complies with EU data residency requirements.

Considerations

Limited pricing information available publicly.
Documentation and support resources not explicitly listed.

Compute 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-node access and root control, billed by the minute.

Lyceum

Pricing Options

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.

Pay-as-you-go bare metal

Dedicated 8x MI300X XE9680 nodes at a published per-GPU hourly rate, billed by the minute.

Custom clusters and reservations

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

Lyceum

Getting Started

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 deploy 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.

Lyceum

Get Started

1
Sign Up
Create an account on the Lyceum platform.
2
Choose a Service
Select between inference, training, or virtual machine options.
3
Deploy a Model or Job
Use provided API or CLI instructions to submit your workload.
4
Monitor Usage
Utilize dashboard features to track resource usage and performance.
5
Seek Support if Needed
Contact the sales or support team for assistance.

Support & Global Availability

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.

Lyceum

Global Regions

GPUs hosted in European data centres

Support

Contact support via sales inquiry or demo booking.