What is the difference between Impossible Cloud and Lyceum?

Impossible Cloud 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: Impossible Cloud 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 Impossible Cloud 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 8 different GPU models across both Impossible Cloud and Lyceum, with 0 models available from both providers.

Impossible Cloud vs Lyceum

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

Impossible Cloud

Provider 1

GPUs Available

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Lyceum

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Impossible Cloud GPUs

Lyceum GPUs

Direct Comparisons

Average Price Difference: $1.02/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 8Both available: 4Impossible Cloud: 6Lyceum: 6

Showing 8 of 8 GPUs

Last updated: 11/9/2026, 8:18:34 PM

GPU Model ↑	Impossible Cloud Price	Lyceum Price	Price Diff ↕	Sources
A100 SXM 80GB VRAM • Lyceum	Not Available	$1.29/hr★ Best	—	Lyceum
A100 SXM 80GB VRAM • Not Available Lyceum $1.29/hour Updated: 11/9/2026 ★Best Price Lyceum
B200 180GB VRAM • Impossible CloudLyceum	$4.21/hr★ Best 8x GPU	$4.99/hr	↓$0.78(15.6%)	Impossible Cloud GPU offers feed Lyceum
B200 180GB VRAM • Impossible Cloud $4.21/hour 8x GPU configuration Updated: 11/9/2026 ★Best Price Lyceum $4.99/hour Updated: 11/9/2026 Price Difference:↓$0.78(15.6%) Impossible Cloud GPU offers feed Lyceum
H100 PCIe 80GB VRAM • Impossible Cloud	$1.73/hr★ Best	Not Available	—	Impossible Cloud GPU offers feed
H100 PCIe 80GB VRAM • Impossible Cloud $1.73/hour Updated: 11/9/2026 ★Best Price Not Available Impossible Cloud GPU offers feed
H100 SXM 80GB VRAM • Impossible CloudLyceum	$1.89/hr★ Best 8x GPU	$2.69/hr	↓$0.80(29.7%)	Impossible Cloud GPU offers feed Lyceum
H100 SXM 80GB VRAM • Impossible Cloud $1.89/hour 8x GPU configuration Updated: 11/9/2026 ★Best Price Lyceum $2.69/hour Updated: 11/9/2026 Price Difference:↓$0.80(29.7%) Impossible Cloud GPU offers feed Lyceum
H200 141GB VRAM • Impossible CloudLyceum	$3.16/hr★ Best 8x GPU	$3.59/hr	↓$0.43(12.0%)	Impossible Cloud GPU offers feed Lyceum
H200 141GB VRAM • Impossible Cloud $3.16/hour 8x GPU configuration Updated: 11/9/2026 ★Best Price Lyceum $3.59/hour Updated: 11/9/2026 Price Difference:↓$0.43(12.0%) Impossible Cloud GPU offers feed Lyceum
HGX B300 288GB VRAM • Impossible CloudLyceum	$4.32/hr★ Best 8x GPU	$6.39/hr	↓$2.07(32.4%)	Impossible Cloud GPU offers feed Lyceum
HGX B300 288GB VRAM • Impossible Cloud $4.32/hour 8x GPU configuration Updated: 11/9/2026 ★Best Price Lyceum $6.39/hour Updated: 11/9/2026 Price Difference:↓$2.07(32.4%) Impossible Cloud GPU offers feed Lyceum
L40S 48GB VRAM • Lyceum	Not Available	$1.09/hr★ Best	—	Lyceum
L40S 48GB VRAM • Not Available Lyceum $1.09/hour Updated: 11/9/2026 ★Best Price Lyceum
MI355X 288GB VRAM • Impossible Cloud	$6.13/hr★ Best 8x GPU	Not Available	—	Impossible Cloud GPU offers feed
MI355X 288GB VRAM • Impossible Cloud $6.13/hour 8x GPU configuration Updated: 11/9/2026 ★Best Price Not Available Impossible Cloud GPU offers feed

A100 SXM 80GB VRAM • Lyceum	Not Available	$1.29/hr★ Best	—	Lyceum
A100 SXM 80GB VRAM • Not Available Lyceum $1.29/hour Updated: 11/9/2026 ★Best Price Lyceum
B200 180GB VRAM • Impossible CloudLyceum	$4.21/hr★ Best 8x GPU	$4.99/hr	↓$0.78(15.6%)	Impossible Cloud GPU offers feed Lyceum
B200 180GB VRAM • Impossible Cloud $4.21/hour 8x GPU configuration Updated: 11/9/2026 ★Best Price Lyceum $4.99/hour Updated: 11/9/2026 Price Difference:↓$0.78(15.6%) Impossible Cloud GPU offers feed Lyceum
H100 PCIe 80GB VRAM • Impossible Cloud	$1.73/hr★ Best	Not Available	—	Impossible Cloud GPU offers feed
H100 PCIe 80GB VRAM • Impossible Cloud $1.73/hour Updated: 11/9/2026 ★Best Price Not Available Impossible Cloud GPU offers feed
H100 SXM 80GB VRAM • Impossible CloudLyceum	$1.89/hr★ Best 8x GPU	$2.69/hr	↓$0.80(29.7%)	Impossible Cloud GPU offers feed Lyceum
H100 SXM 80GB VRAM • Impossible Cloud $1.89/hour 8x GPU configuration Updated: 11/9/2026 ★Best Price Lyceum $2.69/hour Updated: 11/9/2026 Price Difference:↓$0.80(29.7%) Impossible Cloud GPU offers feed Lyceum
H200 141GB VRAM • Impossible CloudLyceum	$3.16/hr★ Best 8x GPU	$3.59/hr	↓$0.43(12.0%)	Impossible Cloud GPU offers feed Lyceum
H200 141GB VRAM • Impossible Cloud $3.16/hour 8x GPU configuration Updated: 11/9/2026 ★Best Price Lyceum $3.59/hour Updated: 11/9/2026 Price Difference:↓$0.43(12.0%) Impossible Cloud GPU offers feed Lyceum
HGX B300 288GB VRAM • Impossible CloudLyceum	$4.32/hr★ Best 8x GPU	$6.39/hr	↓$2.07(32.4%)	Impossible Cloud GPU offers feed Lyceum
HGX B300 288GB VRAM • Impossible Cloud $4.32/hour 8x GPU configuration Updated: 11/9/2026 ★Best Price Lyceum $6.39/hour Updated: 11/9/2026 Price Difference:↓$2.07(32.4%) Impossible Cloud GPU offers feed Lyceum
L40S 48GB VRAM • Lyceum	Not Available	$1.09/hr★ Best	—	Lyceum
L40S 48GB VRAM • Not Available Lyceum $1.09/hour Updated: 11/9/2026 ★Best Price Lyceum
MI355X 288GB VRAM • Impossible Cloud	$6.13/hr★ Best 8x GPU	Not Available	—	Impossible Cloud GPU offers feed
MI355X 288GB VRAM • Impossible Cloud $6.13/hour 8x GPU configuration Updated: 11/9/2026 ★Best Price Not Available Impossible Cloud GPU offers feed

LLM API Pricing Comparison

Total models: 11Both available: 0Impossible Cloud: 0Lyceum: 11

Showing 11 of 11 models

Prices per 1M tokens · Last updated: 11/9/2026, 8:18:33 PM

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

Features Comparison

Impossible Cloud

Bare Metal GPU Clusters
Dedicated NVIDIA systems without virtualization, from 2-GPU PCIe servers to 8-GPU SXM nodes and GB300 NVL72 racks, with InfiniBand or RoCE interconnect on larger clusters.
Published Term Pricing
Each listed cluster shows a per-GPU-hour rate for every available contract term, from one month to 60 months, along with region, node count and availability date.
Public Pricing Feed
The GPU offer list is published as an unauthenticated JSON feed, regenerated daily.
S3-Compatible Object Storage
Object storage compatible with the AWS S3 API, with no egress or API-call fees and no minimum storage duration.
Managed Inference
OpenAI-compatible inference endpoints for open-weight models (DeepSeek, Qwen, Kimi, GLM, gpt-oss, Nemotron), billed per million tokens; currently in early access.
Compliance
Headquartered in Germany with ISO 27001 certification and GDPR-aligned data handling in European data centers.

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.

Pros & Cons

Impossible Cloud

Advantages

Per-GPU-hour rates published for every listed cluster and contract term
GPU compute and S3 object storage from one provider, so data and compute can sit in the same region
Dedicated bare metal hardware without virtualization
German headquarters and European data residency options

Considerations

No on-demand hourly rate; all GPU capacity is sold on committed terms
Many listed clusters have a future availability date rather than immediate capacity
Some listings show region, configuration or node count only on request

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.

Compute Services

Impossible Cloud

Lyceum

Pricing Options

Impossible Cloud

Committed GPU Terms

Per-GPU-hour rates for contract terms from one month to 60 months; longer terms carry lower rates.

Storage Pay-as-you-go

Object storage billed per TB per month with no egress or API-call fees.

Storage Reserved Capacity

Discounted per-TB storage pricing for 1, 3 and 5 year capacity commitments, sold through partners.

Per-Token Inference

Managed inference billed per million tokens, with rates provided on request during early access.

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

Impossible Cloud

Get Started

1
Browse Available Clusters
Filter the bare metal GPU listings by GPU model, region and contract term.
2
Request a Quote
Request a listed cluster or a custom configuration; quotes are sent by email.
3
Agree Term and Deployment
Confirm the contract term, region and start date for the cluster.
4
Manage in the Console
Use the Impossible Cloud management console for GPU servers and storage.

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

Impossible Cloud

Global Regions

GPU clusters listed in EU, US and APAC regions; object storage in European and US data centers

Support

Customer support portal, knowledge base and documentation; regional consultants for quotes and deployment.

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.