What is the difference between Hugging Face and Nebius?

Hugging Face and Nebius 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: Hugging Face or Nebius?

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 Hugging Face and Nebius?

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 10 different GPU models across both Hugging Face and Nebius, with 0 models available from both providers.

Hugging Face vs Nebius

Compare GPU pricing between Hugging Face and Nebius. Find the best rates for AI training, inference, and ML workloads.

Hugging Face

Provider 1

GPUs Available

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Nebius

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Hugging Face GPUs

Nebius GPUs

Direct Comparisons

Average Price Difference: $2.23/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 10Both available: 4Hugging Face: 8Nebius: 6

Showing 10 of 10 GPUs

Last updated: 10/22/2026, 11:00:03 PM

GPU Model ↑	Hugging Face Price	Nebius Price	Price Diff ↕	Sources
A10 24GB VRAM • Hugging Face	$1.00/hr★ Best	Not Available	—	Hugging Face Inference Endpoints
A10 24GB VRAM • Hugging Face $1.00/hour Updated: 10/22/2026 ★Best Price Not Available Hugging Face Inference Endpoints
A100 SXM 80GB VRAM • Hugging Face	$2.50/hr★ Best	Not Available	—	Hugging Face Inference Endpoints
A100 SXM 80GB VRAM • Hugging Face $2.50/hour Updated: 10/22/2026 ★Best Price Not Available Hugging Face Inference Endpoints
B200 180GB VRAM • Nebius	Not Available	$8.50/hr★ Best	—	Nebius
B200 180GB VRAM • Not Available Nebius $8.50/hour Updated: 10/17/2026 ★Best Price Nebius
H100 SXM 80GB VRAM • Hugging FaceNebius	$10.00/hr	$4.50/hr★ Best	↑+$5.50(+122.2%)	Hugging Face Inference Endpoints Nebius
H100 SXM 80GB VRAM • Hugging Face $10.00/hour Updated: 10/22/2026 Nebius $4.50/hour Updated: 10/20/2026 ★Best Price Price Difference:↑+$5.50(+122.2%) Hugging Face Inference Endpoints Nebius
H200 141GB VRAM • Hugging FaceNebius	$5.00/hr★ Best	$5.40/hr	↓$0.40(7.4%)	Hugging Face Inference Endpoints Nebius
H200 141GB VRAM • Hugging Face $5.00/hour Updated: 10/22/2026 ★Best Price Nebius $5.40/hour Updated: 10/20/2026 Price Difference:↓$0.40(7.4%) Hugging Face Inference Endpoints Nebius
HGX B300 288GB VRAM • Nebius	Not Available	$9.50/hr★ Best	—	Nebius
HGX B300 288GB VRAM • Not Available Nebius $9.50/hour Updated: 10/20/2026 ★Best Price Nebius
L4 24GB VRAM • Hugging Face	$0.70/hr★ Best	Not Available	—	Hugging Face Inference Endpoints
L4 24GB VRAM • Hugging Face $0.70/hour Updated: 10/22/2026 ★Best Price Not Available Hugging Face Inference Endpoints
L40S 48GB VRAM • Hugging FaceNebius	$1.80/hr	$0.74/hr★ Best	↑+$1.06(+143.2%)	Hugging Face Inference Endpoints Nebius
L40S 48GB VRAM • Hugging Face $1.80/hour Updated: 10/22/2026 Nebius $0.74/hour Updated: 10/20/2026 ★Best Price Price Difference:↑+$1.06(+143.2%) Hugging Face Inference Endpoints Nebius
RTX PRO 6000 96GB VRAM • Hugging FaceNebius	$2.75/hr	$0.79/hr★ Best	↑+$1.96(+248.1%)	Hugging Face Inference Endpoints Nebius
RTX PRO 6000 96GB VRAM • Hugging Face $2.75/hour Updated: 10/22/2026 Nebius $0.79/hour Updated: 10/20/2026 ★Best Price Price Difference:↑+$1.96(+248.1%) Hugging Face Inference Endpoints Nebius
Tesla T4 16GB VRAM • Hugging Face	$0.50/hr★ Best	Not Available	—	Hugging Face Inference Endpoints
Tesla T4 16GB VRAM • Hugging Face $0.50/hour Updated: 10/22/2026 ★Best Price Not Available Hugging Face Inference Endpoints

A10 24GB VRAM • Hugging Face	$1.00/hr★ Best	Not Available	—	Hugging Face Inference Endpoints
A10 24GB VRAM • Hugging Face $1.00/hour Updated: 10/22/2026 ★Best Price Not Available Hugging Face Inference Endpoints
A100 SXM 80GB VRAM • Hugging Face	$2.50/hr★ Best	Not Available	—	Hugging Face Inference Endpoints
A100 SXM 80GB VRAM • Hugging Face $2.50/hour Updated: 10/22/2026 ★Best Price Not Available Hugging Face Inference Endpoints
B200 180GB VRAM • Nebius	Not Available	$8.50/hr★ Best	—	Nebius
B200 180GB VRAM • Not Available Nebius $8.50/hour Updated: 10/17/2026 ★Best Price Nebius
H100 SXM 80GB VRAM • Hugging FaceNebius	$10.00/hr	$4.50/hr★ Best	↑+$5.50(+122.2%)	Hugging Face Inference Endpoints Nebius
H100 SXM 80GB VRAM • Hugging Face $10.00/hour Updated: 10/22/2026 Nebius $4.50/hour Updated: 10/20/2026 ★Best Price Price Difference:↑+$5.50(+122.2%) Hugging Face Inference Endpoints Nebius
H200 141GB VRAM • Hugging FaceNebius	$5.00/hr★ Best	$5.40/hr	↓$0.40(7.4%)	Hugging Face Inference Endpoints Nebius
H200 141GB VRAM • Hugging Face $5.00/hour Updated: 10/22/2026 ★Best Price Nebius $5.40/hour Updated: 10/20/2026 Price Difference:↓$0.40(7.4%) Hugging Face Inference Endpoints Nebius
HGX B300 288GB VRAM • Nebius	Not Available	$9.50/hr★ Best	—	Nebius
HGX B300 288GB VRAM • Not Available Nebius $9.50/hour Updated: 10/20/2026 ★Best Price Nebius
L4 24GB VRAM • Hugging Face	$0.70/hr★ Best	Not Available	—	Hugging Face Inference Endpoints
L4 24GB VRAM • Hugging Face $0.70/hour Updated: 10/22/2026 ★Best Price Not Available Hugging Face Inference Endpoints
L40S 48GB VRAM • Hugging FaceNebius	$1.80/hr	$0.74/hr★ Best	↑+$1.06(+143.2%)	Hugging Face Inference Endpoints Nebius
L40S 48GB VRAM • Hugging Face $1.80/hour Updated: 10/22/2026 Nebius $0.74/hour Updated: 10/20/2026 ★Best Price Price Difference:↑+$1.06(+143.2%) Hugging Face Inference Endpoints Nebius
RTX PRO 6000 96GB VRAM • Hugging FaceNebius	$2.75/hr	$0.79/hr★ Best	↑+$1.96(+248.1%)	Hugging Face Inference Endpoints Nebius
RTX PRO 6000 96GB VRAM • Hugging Face $2.75/hour Updated: 10/22/2026 Nebius $0.79/hour Updated: 10/20/2026 ★Best Price Price Difference:↑+$1.96(+248.1%) Hugging Face Inference Endpoints Nebius
Tesla T4 16GB VRAM • Hugging Face	$0.50/hr★ Best	Not Available	—	Hugging Face Inference Endpoints
Tesla T4 16GB VRAM • Hugging Face $0.50/hour Updated: 10/22/2026 ★Best Price Not Available Hugging Face Inference Endpoints

Features Comparison

Hugging Face

Inference Endpoints
Dedicated deployments of Hub models on NVIDIA GPUs (T4 to B200 and RTX PRO 6000) on AWS or Google Cloud, with a choice of region and 1 to 8 GPUs; AWS Inferentia2 and Google TPU v5e instances are also offered
Inference Providers
One API and token for models served by partner providers such as Together, Fireworks, Groq, Cerebras, Novita and DeepInfra, billed at each provider's rate with no Hugging Face markup
Model Hub
Hosting for open models, datasets, and Spaces demo apps
Autoscaling
Endpoints scale replicas with traffic and can scale to zero

Nebius

Transparent GPU pricing
Published on-demand rates for extensive NVIDIA GPU lineup including latest Blackwell models
Commitment discounts
Long-term commitments can cut on-demand rates by up to 35%
HGX clusters
Multi-GPU HGX B300/B200/H200/H100 nodes with per-GPU table pricing
Preemptible instances
Cost-effective preemptible GPU pricing for fault-tolerant workloads
Flexible payment options
Support for both credit card and bank transfer payment methods
Self-service console
Launch and manage AI Cloud resources directly from the Nebius console

Pros & Cons

Hugging Face

Advantages

Deploy any compatible Hub model to dedicated GPUs without managing infrastructure
Choice of cloud and region per endpoint
Inference Providers adds no markup over partner rates
Monthly inference credits on free and PRO accounts

Considerations

Endpoint GPU rates are above raw cloud rental for the same card
GPU availability differs by cloud and region
Inference Providers rates are the partners' rates, so costs vary with the provider a request is routed to

Nebius

Advantages

Transparent published hourly GPU pricing across extensive NVIDIA lineup with commitment discounts available
Latest Blackwell GB300/GB200 and HGX B300/B200/H200/H100 options for AI training
Self-service console with preemptible pricing options for cost optimization
Vertical integration aimed at predictable pricing and performance with flexible payment methods

Considerations

Regional availability is not fully enumerated on public pages
Premium Blackwell GB300/GB200 models and large HGX capacity require sales engagement
Pricing for ancillary services (storage/network) is less visible than GPU rates

Compute Services

Hugging Face

Nebius

AI Cloud GPU Instances

On-demand GPU VMs with published hourly rates and commitment discounts.

HGX Clusters

Dense multi-GPU HGX nodes for large-scale training.

Pricing Options

Hugging Face

Inference Endpoints

Per hour of GPU instance time, billed by the minute

Inference Providers

Pass-through of the partner provider's per-token rate

Enterprise

Team and Enterprise Hub plans with managed billing

Nebius

On-demand GPU pricing

Published transparent hourly rates for various NVIDIA GPUs with self-service console access.

Preemptible GPU pricing

Cost-effective preemptible instances for fault-tolerant workloads at lower rates.

HGX cluster pricing

Published per-GPU-hour pricing for HGX B300, HGX B200, HGX H200, and HGX H100 multi-GPU nodes.

Commitment discounts

Save up to 35% versus on-demand with long-term commitments and larger GPU quantities.

Premium Blackwell access

Contact for availability of latest GB300 and GB200 Blackwell Ultra platforms.

Getting Started

Hugging Face

Get Started

1
Create an account
Sign up at huggingface.co and add a payment method
2
Deploy an endpoint
Pick a model, cloud, region, and GPU instance in the Inference Endpoints console
3
Or use Inference Providers
Call a model through the router with a Hugging Face access token

Nebius

Get Started

1
Create an account
Sign up and log in to the Nebius AI Cloud console.
2
Add billing or credits
Attach a payment method to unlock on-demand GPU access.
3
Pick a GPU SKU
Choose from H100, H200, L40S, RTX PRO 6000, or HGX cluster configurations from the pricing catalog.
4
Launch and connect
Provision a VM or cluster and connect via SSH or your preferred tooling.
5
Optimize costs
Apply commitment discounts or talk to sales for large reservations.

Support & Global Availability

Hugging Face

Support

Documentation, community forums, and paid support on Enterprise plans

Nebius

Global Regions

GPU clusters deployed across Europe and the US; headquarters in Amsterdam with engineering hubs in Finland, Serbia, and Israel (per About page).

Support

Documentation at docs.nebius.com, self-service AI Cloud console, and contact-sales for capacity or commitments.