What is the difference between Deep Infra and Lyceum?

Deep Infra 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: Deep Infra 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 Deep Infra 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 Deep Infra and Lyceum, with 0 models available from both providers.

Deep Infra vs Lyceum

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

Deep Infra

Provider 1

GPUs Available

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Lyceum

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Deep Infra GPUs

Lyceum GPUs

Direct Comparisons

Average Price Difference: $0.38/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 6Both available: 5Deep Infra: 5Lyceum: 6

Showing 6 of 6 GPUs

Last updated: 10/24/2026, 9:57:40 AM

GPU Model ↑	Deep Infra Price	Lyceum Price	Price Diff ↕	Sources
A100 SXM 80GB VRAM • Deep InfraLyceum	$1.49/hr	$1.19/hr★ Best	↑+$0.30(+25.2%)	Deep Infra Lyceum
A100 SXM 80GB VRAM • Deep Infra $1.49/hour Updated: 10/24/2026 Lyceum $1.19/hour Updated: 10/23/2026 ★Best Price Price Difference:↑+$0.30(+25.2%) Deep Infra Lyceum
B200 180GB VRAM • Deep InfraLyceum	$4.89/hr	$4.49/hr★ Best	↑+$0.40(+8.9%)	Deep Infra Lyceum
B200 180GB VRAM • Deep Infra $4.89/hour Updated: 10/24/2026 Lyceum $4.49/hour Updated: 10/23/2026 ★Best Price Price Difference:↑+$0.40(+8.9%) Deep Infra Lyceum
H100 SXM 80GB VRAM • Deep InfraLyceum	$2.90/hr	$2.39/hr★ Best	↑+$0.51(+21.3%)	Deep Infra Lyceum
H100 SXM 80GB VRAM • Deep Infra $2.90/hour Updated: 10/24/2026 Lyceum $2.39/hour Updated: 10/17/2026 ★Best Price Price Difference:↑+$0.51(+21.3%) Deep Infra Lyceum
H200 141GB VRAM • Deep InfraLyceum	$3.49/hr	$3.09/hr★ Best	↑+$0.40(+12.9%)	Deep Infra Lyceum
H200 141GB VRAM • Deep Infra $3.49/hour Updated: 10/24/2026 Lyceum $3.09/hour Updated: 10/23/2026 ★Best Price Price Difference:↑+$0.40(+12.9%) Deep Infra Lyceum
HGX B300 288GB VRAM • Deep InfraLyceum	$5.89/hr	$5.59/hr★ Best	↑+$0.30(+5.4%)	Deep Infra Lyceum
HGX B300 288GB VRAM • Deep Infra $5.89/hour Updated: 10/24/2026 Lyceum $5.59/hour Updated: 10/23/2026 ★Best Price Price Difference:↑+$0.30(+5.4%) Deep Infra 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 • Deep InfraLyceum	$1.49/hr	$1.19/hr★ Best	↑+$0.30(+25.2%)	Deep Infra Lyceum
A100 SXM 80GB VRAM • Deep Infra $1.49/hour Updated: 10/24/2026 Lyceum $1.19/hour Updated: 10/23/2026 ★Best Price Price Difference:↑+$0.30(+25.2%) Deep Infra Lyceum
B200 180GB VRAM • Deep InfraLyceum	$4.89/hr	$4.49/hr★ Best	↑+$0.40(+8.9%)	Deep Infra Lyceum
B200 180GB VRAM • Deep Infra $4.89/hour Updated: 10/24/2026 Lyceum $4.49/hour Updated: 10/23/2026 ★Best Price Price Difference:↑+$0.40(+8.9%) Deep Infra Lyceum
H100 SXM 80GB VRAM • Deep InfraLyceum	$2.90/hr	$2.39/hr★ Best	↑+$0.51(+21.3%)	Deep Infra Lyceum
H100 SXM 80GB VRAM • Deep Infra $2.90/hour Updated: 10/24/2026 Lyceum $2.39/hour Updated: 10/17/2026 ★Best Price Price Difference:↑+$0.51(+21.3%) Deep Infra Lyceum
H200 141GB VRAM • Deep InfraLyceum	$3.49/hr	$3.09/hr★ Best	↑+$0.40(+12.9%)	Deep Infra Lyceum
H200 141GB VRAM • Deep Infra $3.49/hour Updated: 10/24/2026 Lyceum $3.09/hour Updated: 10/23/2026 ★Best Price Price Difference:↑+$0.40(+12.9%) Deep Infra Lyceum
HGX B300 288GB VRAM • Deep InfraLyceum	$5.89/hr	$5.59/hr★ Best	↑+$0.30(+5.4%)	Deep Infra Lyceum
HGX B300 288GB VRAM • Deep Infra $5.89/hour Updated: 10/24/2026 Lyceum $5.59/hour Updated: 10/23/2026 ★Best Price Price Difference:↑+$0.30(+5.4%) Deep Infra 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: 68Both available: 9Deep Infra: 65Lyceum: 12

Showing 15 of 68 models

Prices per 1M tokens · Last updated: 10/24/2026, 9:57:40 AM

Model ↑	Deep Infra	Lyceum	Input Diff ↕
Claude Fable 5 Anthropic	$10.00 in $50.00 out	Not available	—
Claude Haiku 4.5 Anthropic	$1.00 in $5.00 out	Not available	—
Claude Opus 4.7 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Opus 4.8 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Opus 5 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Opus 5.5 Anthropic	$4.00 in $20.00 out	Not available	—
Claude Sonnet 4.6 Anthropic	$3.00 in $15.00 out	Not available	—
Claude Sonnet 5 Anthropic	$3.00 in $15.00 out	Not available	—
Claude Sonnet 5.5 Anthropic	$2.00 in $10.00 out	Not available	—
DeepSeek R1 DeepSeek	$0.500 in $2.15 out	Not available	—
DeepSeek V3 DeepSeek	$0.320 in $0.890 out	Not available	—
DeepSeek V3.1 DeepSeek	$0.250 in $0.950 out	Not available	—
DeepSeek V4 Flash DeepSeek	$0.060 in $0.180 out	$0.250 in $0.300 out	$0.190
DeepSeek V4 Flash Vision DeepSeek	$0.440 in $1.32 out	Not available	—
DeepSeek V4 Pro DeepSeek	$1.30 in $2.60 out	$2.00 in $4.00 out	$0.700

Features Comparison

Deep Infra

Drop-in OpenAI Replacement
OpenAI-compatible API for 100+ models including DeepSeek, Qwen, Llama 4, Claude, and Gemini families with autoscaling
Dedicated GPU Rentals
B200 instances with SSH access spin up in about 10 seconds and bill hourly
Custom LLM Deployments
Deploy your own Hugging Face models onto dedicated A100, H100, H200, B200, or B300 GPUs
Transparent GPU Pricing
Published per-GPU hourly rates for A100, H100, H200, B200, and B300 with competitive pricing
Owned Inference Infrastructure
Runs on its own inference-optimized hardware in US-based data centers rather than rented capacity
Comprehensive AI APIs
Support for text generation, vision and OCR, embeddings and reranking, image, video and music generation, and speech recognition and synthesis

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

Deep Infra

Advantages

Simple OpenAI-compatible API alongside controllable GPU rentals
Competitive hourly rates for NVIDIA GPUs including B200 and B300
Fast provisioning with SSH access for dedicated instances (ready in ~10 seconds)
Supports custom deployments in addition to hosted public models

Considerations

Infrastructure is US-based only, with no published international regions
Primarily focused on inference and GPU rentals rather than broader cloud services
Newer player compared to established cloud providers

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

Deep Infra

Serverless Inference

Hosted model APIs with autoscaling on Deep Infra's own inference infrastructure.

Drop-in OpenAI replacement - swap base URL, keep existing code
100+ models including the DeepSeek V4, Qwen 3.7, Llama 4, Claude 5, Gemini 3.5, Gemma 4, GLM-5, Kimi K2.7, and Nemotron 3 families

Dedicated GPU Instances

On-demand GPU nodes with SSH access for custom workloads.

GPU Clusters

Multi-node B200 and B300 clusters with SSH access for training and full-control workloads.

Rent a B200 or B300 cluster and run arbitrary workloads
On-demand DGX B300 configurations billed per instance-hour

Lyceum

Pricing Options

Deep Infra

Serverless pay-per-token

OpenAI-compatible inference APIs billed per input and output token, with no idle GPU time or minimums

Dedicated GPU hourly rates

Published transparent hourly pricing for A100, H100, H200, B200, and B300 GPUs with pay-as-you-go billing

Per-execution-time billing

Non-LLM models are billed for inference execution time rather than per token

Cached input pricing

Prompt-cached input tokens are billed at a lower rate than uncached input tokens

No long-term commitments

Flexible hourly billing for dedicated instances with no prepayments, contracts, or minimums required

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

Deep Infra

Get Started

1
Create an account
Sign up (GitHub-supported) and open the Deep Infra dashboard
2
Enable billing
Add a payment method to unlock GPU rentals and API usage
3
Pick a GPU option
Choose serverless APIs or dedicated A100, H100, H200, B200, or B300 instances
4
Launch and connect
Start instances with SSH access or call the OpenAI-compatible API endpoints
5
Monitor usage
Track spend and instance status from the dashboard and shut down when idle

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

Deep Infra

Global Regions

Runs on self-operated, inference-optimized infrastructure in US-based data centers; no international region list is published.

Support

Documentation site, dashboard guidance, Discord community, feedback email (feedback@deepinfra.com), and contact-sales options.

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.