kitio.aiHugging Face vs DeepSpeed
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. DeepSpeed 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
- ZeRO memory optimization
- CPU and NVMe offload
- Pipeline and tensor parallelism
- Mixture-of-experts support
- Inference optimizations
- Autotuning
| Feature | Hugging Face | DeepSpeed |
|---|---|---|
| Best for | The main hub for open models, datasets and AI demo apps | Open-source library for fast, memory-efficient distributed training |
| Category | Models & APIs | Models & APIs |
| Pricing model | Freemium | Free |
| Starting price | $9/mo | Free |
| Free plan | Yes | Yes, fully free |
| Made by | Hugging Face | Microsoft |
| Based in | United States | United States |
| Rating | No ratings yet | No ratings yet |
| Key features |
|
|
Pricing compared
DeepSpeed 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
DeepSpeed
- Free and open source
- Trains models larger than GPU memory
- Works with Hugging Face Transformers
- Steep learning curve for configuration
- Benefits mostly multi-GPU setups
- Docs assume deep ML background
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 DeepSpeed if you want:
- Free and open source
- Trains models larger than GPU memory
- Works with Hugging Face Transformers
Watch out: steep learning curve for configuration.
Hugging Face vs DeepSpeed FAQ
What is the difference between Hugging Face and DeepSpeed?
Hugging Face: The main hub for open models, datasets and AI demo apps. DeepSpeed: Open-source library for fast, memory-efficient distributed training. Both are models & apis tools.
Is Hugging Face or DeepSpeed cheaper?
DeepSpeed is completely free, while Hugging Face is freemium.
Do Hugging Face and DeepSpeed have free plans?
Hugging Face: Yes. DeepSpeed: Yes, fully free.
Who makes Hugging Face?
Hugging Face is made by Hugging Face, based in United States.
Who makes DeepSpeed?
DeepSpeed is made by Microsoft, based in United States.
Which should I choose, Hugging Face or DeepSpeed?
Choose Hugging Face if you value largest open model catalog and free hosting for demos. Choose DeepSpeed if you value free and open source and trains models larger than gpu memory.