Hugging Face vs ZenML
Which Developer Tools AI tool is better in 2026?
Hugging Face
The AI community building the future of machine learning.
ZenML
The AI Control Plane for unifying ML and GenAI workflows across your fragmented stack.
Side-by-side
Hugging Face leads on both fronts — more capital raised ($970M) and a lower entry price than ZenML.
| Metric | Hugging Face | ZenML |
|---|---|---|
| Taglinei | The AI community building the future of machine learning. | The AI Control Plane for unifying ML and GenAI workflows across your fragmented stack. |
| Foundedi | 2016🏆 | — |
| HQi | New York, US | — |
| Employeesi | 201-500🏆 | 11-50 |
| Neuron scorei | 76🏆 | 25 |
| Total fundingi | $970M🏆 | Undisclosed |
| Latest roundi | Series E · Aug 2025 | — |
| Valuationi | $7B🏆 | — |
| Cheapest paid plani | Team & Enterprise · $20/mo🏆 | — |
| Free plani | ✓ Free | ✓ Open Source |
| Free triali | ✗ | ✗ |
| Top tier pricei | Team & Enterprise · $20/mo | — |
| Pricing summaryi | 3 published plans | 1 published plans |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Hugging Face and ZenML.
| Capability | Hugging Face | ZenML |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | 2 (Python, JavaScript) | 1 (Python) |
| Free plan | ✓ | ✓ |
| Free trial | ✗ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✓ | ✗ |
🟢 Strengths of Hugging Face
- Has raised more capital ($970M vs Undisclosed)
- Higher Neuron score (76 vs 25)
- Lower starting price ($9/mo)
- Newer company (2016)
🔵 Strengths of ZenML
- Strong in AI Developer Tools
Which should you choose?
Choose Hugging Face if price matters most — it starts at Free · From $9/mo, which is friendlier for teams watching burn. Both AI Developer Tools tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Hugging Face if you want the most established option — it has raised $970M, suggesting more runway for enterprise features, support, and long-term roadmap. For mission-critical workflows or larger teams, that stability often outweighs a lower monthly price.
💸 Deals
Hugging Face Pro — $9/month, includes ZeroGPU
Hugging Face Pro at $9/month unlocks ZeroGPU Spaces, higher Inference API quota, and private model hosting.
Frequently asked questions
Hugging Face vs ZenML — which is better?
It depends on your priority. Hugging Face has raised more capital and is the more established option; ZenML has broader feature depth. See the side-by-side table above.
Is Hugging Face cheaper than ZenML?
Yes — Hugging Face's cheapest paid plan is Team & Enterprise · $20/mo, while ZenML's is Free.
Do Hugging Face and ZenML offer free plans?
Hugging Face: Yes, has a free plan. ZenML: Yes, has a free plan.
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