What is the difference between Hugging Face and Zettabyte?

Hugging Face and Zettabyte 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 Zettabyte?

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 Zettabyte?

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 Hugging Face and Zettabyte, with 0 models available from both providers.

Hugging Face vs Zettabyte

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

Hugging Face

Provider 1

GPUs Available

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Zettabyte

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Hugging Face GPUs

Zettabyte GPUs

Direct Comparisons

Average Price Difference: $7.49/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 8Both available: 1Hugging Face: 8Zettabyte: 1

Showing 8 of 8 GPUs

Last updated: 10/6/2026, 7:21:58 PM

GPU Model ↑	Hugging Face Price	Zettabyte 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: 10/6/2026 ★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: 10/6/2026 ★Best Price Not Available Hugging Face Inference Endpoints
H100 SXM 80GB VRAM • Hugging FaceZettabyte	$10.00/hr	$2.51/hr★ Best	↑+$7.49(+298.4%)	Hugging Face Inference Endpoints Zettabyte
H100 SXM 80GB VRAM • Hugging Face $10.00/hour Updated: 10/6/2026 Zettabyte $2.51/hour Updated: 10/6/2026 ★Best Price Price Difference:↑+$7.49(+298.4%) Hugging Face Inference Endpoints Zettabyte
H200 141GB VRAM • Hugging Face	$5.00/hr★ Best	Not Available	—	Hugging Face Inference Endpoints
H200 141GB VRAM • Hugging Face $5.00/hour Updated: 10/6/2026 ★Best Price Not Available Hugging Face Inference Endpoints
L4 24GB VRAM • Hugging Face	$0.70/hr★ Best	Not Available	—	Hugging Face Inference Endpoints
L4 24GB VRAM • Hugging Face $0.70/hour Updated: 10/6/2026 ★Best Price Not Available Hugging Face Inference Endpoints
L40S 48GB VRAM • Hugging Face	$1.80/hr★ Best	Not Available	—	Hugging Face Inference Endpoints
L40S 48GB VRAM • Hugging Face $1.80/hour Updated: 10/6/2026 ★Best Price Not Available Hugging Face Inference Endpoints
RTX PRO 6000 96GB VRAM • Hugging Face	$2.75/hr★ Best	Not Available	—	Hugging Face Inference Endpoints
RTX PRO 6000 96GB VRAM • Hugging Face $2.75/hour Updated: 10/6/2026 ★Best Price Not Available Hugging Face Inference Endpoints
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: 10/6/2026 ★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: 10/6/2026 ★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: 10/6/2026 ★Best Price Not Available Hugging Face Inference Endpoints
H100 SXM 80GB VRAM • Hugging FaceZettabyte	$10.00/hr	$2.51/hr★ Best	↑+$7.49(+298.4%)	Hugging Face Inference Endpoints Zettabyte
H100 SXM 80GB VRAM • Hugging Face $10.00/hour Updated: 10/6/2026 Zettabyte $2.51/hour Updated: 10/6/2026 ★Best Price Price Difference:↑+$7.49(+298.4%) Hugging Face Inference Endpoints Zettabyte
H200 141GB VRAM • Hugging Face	$5.00/hr★ Best	Not Available	—	Hugging Face Inference Endpoints
H200 141GB VRAM • Hugging Face $5.00/hour Updated: 10/6/2026 ★Best Price Not Available Hugging Face Inference Endpoints
L4 24GB VRAM • Hugging Face	$0.70/hr★ Best	Not Available	—	Hugging Face Inference Endpoints
L4 24GB VRAM • Hugging Face $0.70/hour Updated: 10/6/2026 ★Best Price Not Available Hugging Face Inference Endpoints
L40S 48GB VRAM • Hugging Face	$1.80/hr★ Best	Not Available	—	Hugging Face Inference Endpoints
L40S 48GB VRAM • Hugging Face $1.80/hour Updated: 10/6/2026 ★Best Price Not Available Hugging Face Inference Endpoints
RTX PRO 6000 96GB VRAM • Hugging Face	$2.75/hr★ Best	Not Available	—	Hugging Face Inference Endpoints
RTX PRO 6000 96GB VRAM • Hugging Face $2.75/hour Updated: 10/6/2026 ★Best Price Not Available Hugging Face Inference Endpoints
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: 10/6/2026 ★Best Price Not Available Hugging Face Inference Endpoints

Features Comparison

Hugging Face

Inference Endpoints
Dedicated deployments of Hub models on NVIDIA GPUs (T4 to H200 and RTX PRO 6000) on AWS or Google Cloud, with a choice of region and 1 to 8 GPUs
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

Zettabyte

On-Demand Instances
Launch GPU instances quickly and scale to hundreds on-demand.
Reserved Clusters
Designed for large-scale training with predictable capacity.
Private Cloud Solutions
Custom clusters tailored for specific security and procurement needs.
Best-Price Allocation
Utilizes a bid/ask system to ensure optimal pricing on GPU resources.
Reliability Framework
Ensures 99.9% uptime SLA with transparent incident reporting.

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

Zettabyte

Advantages

Flexible scaling options for various workloads
Diverse service offerings to match different needs
Built-in security protocols for data protection

Considerations

Limited information on specific geographic availability
No explicit details on customer support options
Dependency on third-party hardware providers

Compute Services

Hugging Face

Zettabyte

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

Zettabyte

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

Zettabyte

Get Started

1
Visit the Zettabyte website
Access the main platform to explore available services.
2
Choose a service type
Select between on-demand, reserved clusters, or private cloud.
3
Register for an account
Provide necessary information to create a user account.
4
Set up your billing and access preferences
Fill in details for account management and payment.
5
Launch your first instance
Follow prompts to deploy your chosen compute resource.

Support & Global Availability

Hugging Face

Support

Documentation, community forums, and paid support on Enterprise plans

Zettabyte