What is the difference between GMI Cloud and Hugging Face?

GMI Cloud and Hugging Face 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: GMI Cloud or Hugging Face?

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 GMI Cloud and Hugging Face?

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

GMI Cloud vs Hugging Face

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

GMI Cloud

Provider 1

GPUs Available

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Hugging Face

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

GMI Cloud GPUs

Hugging Face GPUs

Direct Comparisons

Average Price Difference: $5.20/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 10Both available: 2GMI Cloud: 4Hugging Face: 8

Showing 10 of 10 GPUs

Last updated: 9/29/2026, 11:13:58 PM

GPU Model ↑	GMI Cloud Price	Hugging Face Price	Price Diff ↕	Sources
A10 24GB VRAM • Hugging Face	Not Available	$1.00/hr★ Best	—	Hugging Face Inference Endpoints
A10 24GB VRAM • Not Available Hugging Face $1.00/hour Updated: 9/29/2026 ★Best Price Hugging Face Inference Endpoints
A100 SXM 80GB VRAM • Hugging Face	Not Available	$2.50/hr★ Best	—	Hugging Face Inference Endpoints
A100 SXM 80GB VRAM • Not Available Hugging Face $2.50/hour Updated: 9/29/2026 ★Best Price Hugging Face Inference Endpoints
B200 180GB VRAM • GMI Cloud	$4.00/hr★ Best	Not Available	—	GMI Cloud
B200 180GB VRAM • GMI Cloud $4.00/hour Updated: 9/29/2026 ★Best Price Not Available GMI Cloud
GB200 384GB VRAM • GMI Cloud	$8.00/hr★ Best	Not Available	—	GMI Cloud
GB200 384GB VRAM • GMI Cloud $8.00/hour Updated: 9/29/2026 ★Best Price Not Available GMI Cloud
H100 SXM 80GB VRAM • GMI CloudHugging Face	$2.00/hr★ Best	$10.00/hr	↓$8.00(80.0%)	GMI Cloud Hugging Face Inference Endpoints
H100 SXM 80GB VRAM • GMI Cloud $2.00/hour Updated: 9/29/2026 ★Best Price Hugging Face $10.00/hour Updated: 9/29/2026 Price Difference:↓$8.00(80.0%) GMI Cloud Hugging Face Inference Endpoints
H200 141GB VRAM • GMI CloudHugging Face	$2.60/hr★ Best	$5.00/hr	↓$2.40(48.0%)	GMI Cloud Hugging Face Inference Endpoints
H200 141GB VRAM • GMI Cloud $2.60/hour Updated: 9/29/2026 ★Best Price Hugging Face $5.00/hour Updated: 9/29/2026 Price Difference:↓$2.40(48.0%) GMI Cloud Hugging Face Inference Endpoints
L4 24GB VRAM • Hugging Face	Not Available	$0.70/hr★ Best	—	Hugging Face Inference Endpoints
L4 24GB VRAM • Not Available Hugging Face $0.70/hour Updated: 9/29/2026 ★Best Price Hugging Face Inference Endpoints
L40S 48GB VRAM • Hugging Face	Not Available	$1.80/hr★ Best	—	Hugging Face Inference Endpoints
L40S 48GB VRAM • Not Available Hugging Face $1.80/hour Updated: 9/29/2026 ★Best Price Hugging Face Inference Endpoints
RTX PRO 6000 96GB VRAM • Hugging Face	Not Available	$2.75/hr★ Best	—	Hugging Face Inference Endpoints
RTX PRO 6000 96GB VRAM • Not Available Hugging Face $2.75/hour Updated: 9/29/2026 ★Best Price Hugging Face Inference Endpoints
Tesla T4 16GB VRAM • Hugging Face	Not Available	$0.50/hr★ Best	—	Hugging Face Inference Endpoints
Tesla T4 16GB VRAM • Not Available Hugging Face $0.50/hour Updated: 9/29/2026 ★Best Price Hugging Face Inference Endpoints

A10 24GB VRAM • Hugging Face	Not Available	$1.00/hr★ Best	—	Hugging Face Inference Endpoints
A10 24GB VRAM • Not Available Hugging Face $1.00/hour Updated: 9/29/2026 ★Best Price Hugging Face Inference Endpoints
A100 SXM 80GB VRAM • Hugging Face	Not Available	$2.50/hr★ Best	—	Hugging Face Inference Endpoints
A100 SXM 80GB VRAM • Not Available Hugging Face $2.50/hour Updated: 9/29/2026 ★Best Price Hugging Face Inference Endpoints
B200 180GB VRAM • GMI Cloud	$4.00/hr★ Best	Not Available	—	GMI Cloud
B200 180GB VRAM • GMI Cloud $4.00/hour Updated: 9/29/2026 ★Best Price Not Available GMI Cloud
GB200 384GB VRAM • GMI Cloud	$8.00/hr★ Best	Not Available	—	GMI Cloud
GB200 384GB VRAM • GMI Cloud $8.00/hour Updated: 9/29/2026 ★Best Price Not Available GMI Cloud
H100 SXM 80GB VRAM • GMI CloudHugging Face	$2.00/hr★ Best	$10.00/hr	↓$8.00(80.0%)	GMI Cloud Hugging Face Inference Endpoints
H100 SXM 80GB VRAM • GMI Cloud $2.00/hour Updated: 9/29/2026 ★Best Price Hugging Face $10.00/hour Updated: 9/29/2026 Price Difference:↓$8.00(80.0%) GMI Cloud Hugging Face Inference Endpoints
H200 141GB VRAM • GMI CloudHugging Face	$2.60/hr★ Best	$5.00/hr	↓$2.40(48.0%)	GMI Cloud Hugging Face Inference Endpoints
H200 141GB VRAM • GMI Cloud $2.60/hour Updated: 9/29/2026 ★Best Price Hugging Face $5.00/hour Updated: 9/29/2026 Price Difference:↓$2.40(48.0%) GMI Cloud Hugging Face Inference Endpoints
L4 24GB VRAM • Hugging Face	Not Available	$0.70/hr★ Best	—	Hugging Face Inference Endpoints
L4 24GB VRAM • Not Available Hugging Face $0.70/hour Updated: 9/29/2026 ★Best Price Hugging Face Inference Endpoints
L40S 48GB VRAM • Hugging Face	Not Available	$1.80/hr★ Best	—	Hugging Face Inference Endpoints
L40S 48GB VRAM • Not Available Hugging Face $1.80/hour Updated: 9/29/2026 ★Best Price Hugging Face Inference Endpoints
RTX PRO 6000 96GB VRAM • Hugging Face	Not Available	$2.75/hr★ Best	—	Hugging Face Inference Endpoints
RTX PRO 6000 96GB VRAM • Not Available Hugging Face $2.75/hour Updated: 9/29/2026 ★Best Price Hugging Face Inference Endpoints
Tesla T4 16GB VRAM • Hugging Face	Not Available	$0.50/hr★ Best	—	Hugging Face Inference Endpoints
Tesla T4 16GB VRAM • Not Available Hugging Face $0.50/hour Updated: 9/29/2026 ★Best Price Hugging Face Inference Endpoints

LLM API Pricing Comparison

Total models: 65Both available: 0GMI Cloud: 65Hugging Face: 0

Showing 15 of 65 models

Prices per 1M tokens · Last updated: 9/29/2026, 11:13:57 PM

Model ↑	GMI Cloud	Hugging Face	Input Diff ↕
DeepSeek R1 DeepSeek	$0.570 in $2.29 out	Not available	—
DeepSeek V3 DeepSeek	$0.290 in $1.14 out	Not available	—
DeepSeek V3.2 DeepSeek	$0.209 in $0.310 out	Not available	—
DeepSeek V4 Flash DeepSeek	$0.091 in $0.182 out	Not available	—
DeepSeek V4 Flash Vision DeepSeek	$0.440 in $1.32 out	Not available	—
DeepSeek V4 Pro DeepSeek	$0.957 in $1.91 out	Not available	—
DeepSeek V4.1 Flash DeepSeek	$0.180 in $0.720 out	Not available	—
Gemini 3 Flash Google	$0.500 in $3.00 out	Not available	—
Gemini 3.1 Flash Lite Google	$0.250 in $1.50 out	Not available	—
Gemini 3.1 Pro Google	$2.00 in $12.00 out	Not available	—
Gemini 3.5 Flash Google	$1.50 in $9.00 out	Not available	—
Gemini 3.5 Flash-Lite Google	$0.300 in $2.50 out	Not available	—
Gemini 3.6 Flash Google	$1.50 in $7.50 out	Not available	—
Gemini 3.7 Flash Google	$0.750 in $3.75 out	Not available	—
Gemini 3.8 Flash Google	$0.750 in $3.75 out	Not available	—

Features Comparison

GMI Cloud

Serverless Inference
OpenAI-compatible endpoints for LLM and multimodal models with request batching and scaling to zero
Dedicated GPU Compute
Managed Kubernetes clusters, container instances, and bare-metal servers with RDMA-ready networking
Blackwell Capacity
GB200 available and GB300 on pre-order alongside H100, H200, and B200 systems
Studio and AgentBox
Visual workflow builder for multi-step model pipelines plus a marketplace for publishing and using AI agents
Reserved + On-Demand
Both hourly on-demand capacity and longer-term committed reservations are published

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

Pros & Cons

GMI Cloud

Advantages

Transparent published per-GPU hourly rates
Access to current Blackwell-generation systems
OpenAI-compatible inference API alongside dedicated GPU clusters

Considerations

Smaller global footprint than hyperscalers
Newer entrant relative to long-established providers
Published GPU catalog covers only datacenter-class parts, with no lower-tier options such as L4 or L40S

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

Compute Services

GMI Cloud

Hugging Face

Pricing Options

GMI Cloud

On-Demand Containers

Hourly billing for self-serve GPU containers

Reserved Private Cloud

Discounted longer-term reservations of dedicated GPU clusters

Serverless Inference

Per-token billing for LLM endpoints and per-request billing for image and video models

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

Getting Started

GMI Cloud

Get Started

1
Create an account
Sign up for the GMI Cloud console
2
Pick a GPU and region
Select an on-demand container, bare-metal cluster, or inference endpoint
3
Deploy your workload
Launch via the console or programmatically through the GMI API

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

Support & Global Availability

GMI Cloud

Global Regions

Data centers in North America and Asia, with region-aware pricing and unified billing

Support

Documentation, self-service console, Discord community, and enterprise support via sales

Hugging Face

Support

Documentation, community forums, and paid support on Enterprise plans