kitio.aiHugging Face vs Petals
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Petals is completely free, while Hugging Face is freemium.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Model and dataset hub
- Spaces demo apps
- Inference Providers
- Inference Endpoints
- Transformers library
- Distributed LLM inference
- Fine-tuning support
- PyTorch and Transformers API
- Access to hidden states
- Colab quickstart
| Feature | Hugging Face | Petals |
|---|---|---|
| Best for | The main hub for open models, datasets and AI demo apps | Run large language models together over a BitTorrent-style network |
| Category | Models & APIs | Models & APIs |
| Pricing model | Freemium | Free |
| Starting price | $9/mo | Free |
| Free plan | Yes | Yes, fully free |
| Made by | Hugging Face | Petals open-source project |
| Based in | United States | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Petals is completely free, while Hugging Face is freemium.
Free plan
Cheapest paid plan
Top plan
Free trial
4 plans
Free
Free
- Host unlimited public models and datasets
- Free CPU Spaces
PRO
$9/mo
- 10x private storage
- $2 inference credits monthly
- 8x ZeroGPU quota
- Spaces Dev Mode
Team
$20/mo
- Per user
- SSO (SAML and OIDC)
- Audit logs and resource groups
- Storage regions
Enterprise
$50/mo
- Per user
- Highest storage and rate limits
- SCIM provisioning
- Managed billing
Prices in USD, checked Oct 28, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
Hugging Face
- Largest open model catalog
- Free hosting for demos
- Huge community
- Model quality varies widely
- Inference credits are small on free
- Can overwhelm newcomers
Petals
- Runs very large models without owning big GPUs
- Full control over sampling and fine-tuning
- Free and open source
- Speed is only a few tokens per second
- Depends on volunteer servers
- Not suited to production traffic
Which one should you choose?
Choose Hugging Face if you want:
- Largest open model catalog
- Free hosting for demos
- Huge community
Watch out: model quality varies widely.
Choose Petals if you want:
- Runs very large models without owning big GPUs
- Full control over sampling and fine-tuning
- Free and open source
Watch out: speed is only a few tokens per second.
Hugging Face vs Petals FAQ
What is the difference between Hugging Face and Petals?
Hugging Face: The main hub for open models, datasets and AI demo apps. Petals: Run large language models together over a BitTorrent-style network. Both are models & apis tools.
Is Hugging Face or Petals cheaper?
Petals is completely free, while Hugging Face is freemium.
Do Hugging Face and Petals have free plans?
Hugging Face: Yes. Petals: Yes, fully free.
Who makes Hugging Face?
Hugging Face is made by Hugging Face, based in United States.
Who makes Petals?
Petals is made by Petals open-source project.
Which should I choose, Hugging Face or Petals?
Choose Hugging Face if you value largest open model catalog and free hosting for demos. Choose Petals if you value runs very large models without owning big gpus and full control over sampling and fine-tuning.