What is the difference between Hugging Face and Together AI?

Hugging Face and Together AI 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 Together AI?

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 Together AI?

Yes, both providers offer flexible cloud GPU services. However, consider factors like data transfer costs, setup time, and specific features when switching between providers.

Hugging Face vs Together AI

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

Hugging Face

Provider 1

GPUs Available

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Together AI

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Hugging Face GPUs

Together AI GPUs

Direct Comparisons

GPU Pricing Comparison

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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

Together AI

100+ Open-Source Models
Access to Llama, DeepSeek, Qwen, and other leading open-source models
Serverless Inference
Pay-per-token API with OpenAI-compatible endpoints
Fine-Tuning Platform
LoRA and full fine-tuning with proprietary optimizations
GPU Clusters
Instant self-service or reserved dedicated clusters with H100, H200, B200, GB200, GB300 access
Batch API
50% cost reduction for non-urgent inference workloads
Provisioned Throughput
Reserve dedicated capacity in throughput units (PTUs) with SLAs

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

Together AI

Advantages

2x faster inference and 90% faster pre-training with research-based optimizations
Competitive pricing with 50% batch API discount
Wide selection of 100+ open-source models
OpenAI-compatible APIs for easy migration

Considerations

Primarily focused on open-source models
GPU cluster pricing requires custom quotes for reserved capacity
Smaller ecosystem compared to major cloud providers

Compute Services

Hugging Face

Together AI

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

Together AI

Serverless pay-per-token

Per-token pricing scales based on model size, from small open-source models to 405B parameter frontier models

Batch API

50% discount for non-urgent inference workloads

Provisioned Throughput

Reserve dedicated capacity priced in throughput units (PTUs) with guaranteed SLAs

Fine-tuning

Per-token pricing for LoRA and full fine-tuning based on model size and dataset

GPU Clusters - On-demand

Hourly GPU pricing for instant self-service clusters

GPU Clusters - Reserved

Custom pricing for reserved capacity with significant discounts for longer commitments

Dedicated Inference

Single-tenant GPU instances with guaranteed performance

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

Together AI

Get Started

1
Create an account
Sign up at together.ai
2
Get API key
Generate an API key from your dashboard
3
Choose a model
Browse 100+ models for chat, code, images, video, and audio
4
Make API calls
Use OpenAI-compatible endpoints or Together SDK

Support & Global Availability

Hugging Face

Support

Documentation, community forums, and paid support on Enterprise plans

Together AI

Global Regions

Global data center network across 25+ cities with frontier hardware including GB300, GB200, B200, H200, H100

Support

Documentation, community Discord, email support, and expert support for reserved cluster customers