What is the difference between Empirio Labs and Lyceum?

Empirio Labs 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: Empirio Labs 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 Empirio Labs 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 6 different GPU models across both Empirio Labs and Lyceum, with 0 models available from both providers.

Empirio Labs vs Lyceum

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

Empirio Labs

Provider 1

GPUs Available

Visit Website

Lyceum

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

Empirio Labs GPUs

Lyceum GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 6Both available: 0Empirio Labs: 0Lyceum: 6

Showing 6 of 6 GPUs

Last updated: 10/23/2026, 11:52:17 PM

GPU Model ↑	Empirio Labs Price	Lyceum Price	Price Diff ↕	Sources
A100 SXM 80GB VRAM • Lyceum	Not Available	$1.19/hr★ Best	—	Lyceum
A100 SXM 80GB VRAM • Not Available Lyceum $1.19/hour Updated: 10/23/2026 ★Best Price Lyceum
B200 180GB VRAM • Lyceum	Not Available	$4.49/hr★ Best	—	Lyceum
B200 180GB VRAM • Not Available Lyceum $4.49/hour Updated: 10/23/2026 ★Best Price Lyceum
H100 SXM 80GB VRAM • Lyceum	Not Available	$2.39/hr★ Best	—	Lyceum
H100 SXM 80GB VRAM • Not Available Lyceum $2.39/hour Updated: 10/17/2026 ★Best Price Lyceum
H200 141GB VRAM • Lyceum	Not Available	$3.09/hr★ Best	—	Lyceum
H200 141GB VRAM • Not Available Lyceum $3.09/hour Updated: 10/23/2026 ★Best Price Lyceum
HGX B300 288GB VRAM • Lyceum	Not Available	$5.59/hr★ Best	—	Lyceum
HGX B300 288GB VRAM • Not Available Lyceum $5.59/hour Updated: 10/23/2026 ★Best Price Lyceum
L40S 48GB VRAM • Lyceum	Not Available	$1.99/hr★ Best	—	Lyceum
L40S 48GB VRAM • Not Available Lyceum $1.99/hour Updated: 10/23/2026 ★Best Price Lyceum

A100 SXM 80GB VRAM • Lyceum	Not Available	$1.19/hr★ Best	—	Lyceum
A100 SXM 80GB VRAM • Not Available Lyceum $1.19/hour Updated: 10/23/2026 ★Best Price Lyceum
B200 180GB VRAM • Lyceum	Not Available	$4.49/hr★ Best	—	Lyceum
B200 180GB VRAM • Not Available Lyceum $4.49/hour Updated: 10/23/2026 ★Best Price Lyceum
H100 SXM 80GB VRAM • Lyceum	Not Available	$2.39/hr★ Best	—	Lyceum
H100 SXM 80GB VRAM • Not Available Lyceum $2.39/hour Updated: 10/17/2026 ★Best Price Lyceum
H200 141GB VRAM • Lyceum	Not Available	$3.09/hr★ Best	—	Lyceum
H200 141GB VRAM • Not Available Lyceum $3.09/hour Updated: 10/23/2026 ★Best Price Lyceum
HGX B300 288GB VRAM • Lyceum	Not Available	$5.59/hr★ Best	—	Lyceum
HGX B300 288GB VRAM • Not Available Lyceum $5.59/hour Updated: 10/23/2026 ★Best Price Lyceum
L40S 48GB VRAM • Lyceum	Not Available	$1.99/hr★ Best	—	Lyceum
L40S 48GB VRAM • Not Available Lyceum $1.99/hour Updated: 10/23/2026 ★Best Price Lyceum

LLM API Pricing Comparison

Total models: 34Both available: 7Empirio Labs: 29Lyceum: 12

Showing 15 of 34 models

Prices per 1M tokens · Last updated: 10/23/2026, 11:52:17 PM

Model ↑	Empirio Labs	Lyceum	Input Diff ↕
DeepSeek V4 Flash DeepSeek	Not available	$0.250 in $0.300 out	—
DeepSeek V4 Pro DeepSeek	$1.32 in $3.96 out	$2.00 in $4.00 out	$0.680
DeepSeek V4.1 Flash DeepSeek	$0.300 in $1.20 out	$0.500 in $1.50 out	$0.200
Gemma 4 26B Google	$0.050 in $0.290 out	Not available	—
GLM-5.2 Z.ai	$1.40 in $4.40 out	$1.50 in $4.50 out	$0.100
GLM-5.3 Z.ai	$1.40 in $4.40 out	$1.40 in $4.40 out	$0.0000
GLM-5.3-Flash Z.ai	$0.075 in $0.250 out	$0.200 in $0.500 out	$0.125
Kimi K2.6 Moonshot AI	$0.894 in $3.71 out	Not available	—
Kimi K2.7 Code Moonshot AI	$0.950 in $4.00 out	$1.25 in $4.50 out	$0.300
Kimi K3 Moonshot AI	$3.00 in $15.00 out	$3.00 in $15.00 out	$0.0000
MiMo-V2.6-Flash Xiaomi	$0.140 in $0.280 out	Not available	—
MiMo-V2.6-Pro Xiaomi	$0.435 in $0.870 out	Not available	—
MiniMax M2.7 MiniMax	$0.150 in $0.600 out	Not available	—
MiniMax-M3 MiniMax	Not available	$0.400 in $2.00 out	—
MiniMax-M3.1-Flash MiniMax	$0.113 in $0.450 out	Not available	—

Features Comparison

Empirio Labs

Multi-format API
Requests can use the OpenAI Chat Completions, OpenAI Responses, Anthropic Messages or Google Gemini format with one set of credentials.
Large model catalog
The docs list 200+ language, image, video, audio and multimodal models from dozens of authors behind a single API.
GPU Cloud
Managed GPU instances for model serving, notebooks, ComfyUI or custom CUDA Docker images, billed by the second against the credit balance.
Hosted Agents
Private OpenClaw or Hermes agent runtimes that run on EmpirioLabs models and connect to chat channels and tools.
MCP server
Models and platform features are available to MCP clients such as Claude, ChatGPT and Cursor.

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.
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.

Pros & Cons

Empirio Labs

Advantages

One API key reaches language, image, video, audio and 3D generation models
Compatible with OpenAI, Anthropic and Gemini request formats
Pay-as-you-go prepaid credits with optional Lite, Pro and Max plans
Account usage API reports balance, request history and costs

Considerations

Default limits are 50 requests and 2,000,000 tokens per minute; higher limits are by request
Prepaid credits bought on or after 23 July 2026 expire after 12 months
Many catalog models are proprietary endpoints routed from other developers rather than self-hosted

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, and not every GPU type is offered as spot.
Data centres are in Europe only.

Compute Services

Empirio Labs

Lyceum

Pricing Options

Empirio Labs

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

Getting Started

Empirio Labs

Get Started

1
Create an account
Sign up on the EmpirioLabs platform and open the dashboard.
2
Add credits
Top up the prepaid balance from the Billing page, or choose an optional plan.
3
Create an API key
Generate a key with the sk-empiriolabs- prefix and keep it server-side.
4
Send a request
Call the API using the OpenAI, Anthropic or Gemini request format with the key as a bearer token.

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

Empirio Labs

Global Regions

Global

Support

Email support@empiriolabs.ai; documentation at docs.empiriolabs.ai

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.