What is the difference between Lyceum and Pacific Machines?

Lyceum and Pacific Machines 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: Lyceum or Pacific Machines?

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 Lyceum and Pacific Machines?

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 6 different GPU models across both Lyceum and Pacific Machines, with 0 models available from both providers.

Lyceum vs Pacific Machines

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

Lyceum

Provider 1

GPUs Available

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Pacific Machines

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Lyceum GPUs

Pacific Machines GPUs

Direct Comparisons

Average Price Difference: $0.23/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 6Both available: 3Lyceum: 6Pacific Machines: 3

Showing 6 of 6 GPUs

Last updated: 11/6/2026, 6:30:25 PM

GPU Model ↑	Lyceum Price	Pacific Machines Price	Price Diff ↕	Sources
A100 SXM 80GB VRAM • Lyceum	$1.19/hr★ Best	Not Available	—	Lyceum
A100 SXM 80GB VRAM • Lyceum $1.19/hour Updated: 11/6/2026 ★Best Price Not Available Lyceum
B200 180GB VRAM • LyceumPacific Machines	$4.49/hr★ Best	$5.09/hr 8x GPU	↓$0.60(11.8%)	Lyceum Pacific Machines
B200 180GB VRAM • Lyceum $4.49/hour Updated: 11/6/2026 ★Best Price Pacific Machines $5.09/hour 8x GPU configuration Updated: 11/6/2026 Price Difference:↓$0.60(11.8%) Lyceum Pacific Machines
H100 SXM 80GB VRAM • LyceumPacific Machines	$2.39/hr	$2.39/hr★ Best 8x GPU	↓$0.00(0.0%)	Lyceum Pacific Machines
H100 SXM 80GB VRAM • Lyceum $2.39/hour Updated: 11/6/2026 Pacific Machines $2.39/hour 8x GPU configuration Updated: 11/6/2026 ★Best Price Price Difference:↓N/A(0.0%) Lyceum Pacific Machines
H200 141GB VRAM • LyceumPacific Machines	$3.09/hr	$2.99/hr★ Best 8x GPU	↑+$0.10(+3.3%)	Lyceum Pacific Machines
H200 141GB VRAM • Lyceum $3.09/hour Updated: 11/6/2026 Pacific Machines $2.99/hour 8x GPU configuration Updated: 11/6/2026 ★Best Price Price Difference:↑+$0.10(+3.3%) Lyceum Pacific Machines
HGX B300 288GB VRAM • Lyceum	$5.59/hr★ Best	Not Available	—	Lyceum
HGX B300 288GB VRAM • Lyceum $5.59/hour Updated: 11/6/2026 ★Best Price Not Available Lyceum
L40S 48GB VRAM • Lyceum	$1.99/hr★ Best	Not Available	—	Lyceum
L40S 48GB VRAM • Lyceum $1.99/hour Updated: 11/6/2026 ★Best Price Not Available Lyceum

A100 SXM 80GB VRAM • Lyceum	$1.19/hr★ Best	Not Available	—	Lyceum
A100 SXM 80GB VRAM • Lyceum $1.19/hour Updated: 11/6/2026 ★Best Price Not Available Lyceum
B200 180GB VRAM • LyceumPacific Machines	$4.49/hr★ Best	$5.09/hr 8x GPU	↓$0.60(11.8%)	Lyceum Pacific Machines
B200 180GB VRAM • Lyceum $4.49/hour Updated: 11/6/2026 ★Best Price Pacific Machines $5.09/hour 8x GPU configuration Updated: 11/6/2026 Price Difference:↓$0.60(11.8%) Lyceum Pacific Machines
H100 SXM 80GB VRAM • LyceumPacific Machines	$2.39/hr	$2.39/hr★ Best 8x GPU	↓$0.00(0.0%)	Lyceum Pacific Machines
H100 SXM 80GB VRAM • Lyceum $2.39/hour Updated: 11/6/2026 Pacific Machines $2.39/hour 8x GPU configuration Updated: 11/6/2026 ★Best Price Price Difference:↓N/A(0.0%) Lyceum Pacific Machines
H200 141GB VRAM • LyceumPacific Machines	$3.09/hr	$2.99/hr★ Best 8x GPU	↑+$0.10(+3.3%)	Lyceum Pacific Machines
H200 141GB VRAM • Lyceum $3.09/hour Updated: 11/6/2026 Pacific Machines $2.99/hour 8x GPU configuration Updated: 11/6/2026 ★Best Price Price Difference:↑+$0.10(+3.3%) Lyceum Pacific Machines
HGX B300 288GB VRAM • Lyceum	$5.59/hr★ Best	Not Available	—	Lyceum
HGX B300 288GB VRAM • Lyceum $5.59/hour Updated: 11/6/2026 ★Best Price Not Available Lyceum
L40S 48GB VRAM • Lyceum	$1.99/hr★ Best	Not Available	—	Lyceum
L40S 48GB VRAM • Lyceum $1.99/hour Updated: 11/6/2026 ★Best Price Not Available Lyceum

LLM API Pricing Comparison

Total models: 11Both available: 0Lyceum: 11Pacific Machines: 0

Showing 11 of 11 models

Prices per 1M tokens · Last updated: 11/6/2026, 6:30:24 PM

Model ↑	Lyceum	Pacific Machines	Input Diff ↕
DeepSeek V4 Flash DeepSeek	$0.250 in $0.300 out	Not available	—
DeepSeek V4 Pro DeepSeek	$2.00 in $4.00 out	Not available	—
DeepSeek V4.1 Flash DeepSeek	$0.500 in $1.50 out	Not available	—
GLM-5.3 Z.ai	$1.40 in $4.40 out	Not available	—
GLM-5.3-Flash Z.ai	$0.200 in $0.500 out	Not available	—
Kimi K2.7 Code Moonshot AI	$1.25 in $4.50 out	Not available	—
Kimi K3 Moonshot AI	$3.00 in $15.00 out	Not available	—
Kimi K3.1 Pro Moonshot AI	$2.00 in $10.00 out	Not available	—
MiniMax-M3.1-Flash MiniMax	$0.300 in $1.20 out	Not available	—
Qwen3.8 2.4T A95B Alibaba	$2.50 in $6.00 out	Not available	—
Qwen3.8 27B Alibaba	$0.400 in $2.40 out	Not available	—

Features Comparison

Lyceum

Serverless Inference
API access to open-source models with pay-per-token pricing.
Dedicated Endpoints
Deploy a Hugging Face model to a dedicated GPU endpoint with autoscaling, on capacity reserved per contract.
Serverless Training
Submit Python scripts, Docker images or Docker Compose stacks to run on a chosen GPU, billed per second of execution.
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.
OpenAI-Compatible API
Serverless models are served through an OpenAI-compatible endpoint, so existing OpenAI SDK code works by changing the base URL and API key.

Pacific Machines

Modular Deployment
Pods can be deployed quickly at pre-developed power sites.
Integrated Systems
Compute, cooling, and power are designed as a single system.
Global Reach
Factories can be established near demand and labor resources.
Cooling Innovations
Development of advanced materials for efficient cooling in diverse climates.
Flexible Infrastructure
Offers reserved compute, on-premises pods, and colocation services.

Pros & Cons

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

Dedicated endpoint and reserved capacity pricing is agreed per contract rather than published.
Spot GPUs can be reclaimed.
Data centres are in Europe only.

Pacific Machines

Advantages

Rapid deployment of compute resources.
Modular design allows for scalability.
Integrated solutions reduce complexity in construction.
Flexibility in service models for different use cases.

Considerations

Limited information on specific hardware specifications.
Deployment timeline may vary by site conditions.
Potentially high setup requirements for certain projects.

Compute Services

Lyceum

Pacific Machines

Pricing Options

Lyceum

Serverless inference

Billed per token for input, cached input and output, with no base fee

Prompt caching

Repeated prompt prefixes still in GPU memory are billed at the cached input rate where listed

On-demand GPUs

Billed per second with no subscription

Spot GPUs

About 45% less than on-demand; capacity can be reclaimed

Reserved GPUs, clusters and dedicated endpoints

Commitment pricing agreed per contract, including multi-year reserved blocks

Pacific Machines

Getting Started

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.

Pacific Machines

Get Started

1
Contact Sales
Reach out for a consultation to assess your project needs.
2
Site Evaluation
Pacific evaluates the site for power and connectivity requirements.
3
Pre-payment Confirmation
Confirm pre-payment and site suitability.
4
Deployment Planning
Receive a deployment plan tailored to your site.
5
Pod Installation
Pods are installed and become operational within a few months.

Support & Global Availability

Lyceum

Global Regions

European data centres; serverless models run in Paris and Finland, while dedicated and VM locations are agreed per contract

Support

Email support for all customers; business customers also get a shared Slack channel and agreed response times.

Pacific Machines

Global Regions

Global availability based on site suitability.

Support

Contact support via email for inquiries and assistance.