Nebius vs ZenML
Which Infrastructure AI tool is better in 2026?
Nebius
Full-stack AI cloud with large-scale GPU clusters for training and inference
ZenML
The AI Control Plane for unifying ML and GenAI workflows across your fragmented stack.
Side-by-side
Nebius is the more established option (raised $700M); pricing is comparable on both sides.
| Metric | Nebius | ZenML |
|---|---|---|
| Taglinei | Full-stack AI cloud with large-scale GPU clusters for training and inference | The AI Control Plane for unifying ML and GenAI workflows across your fragmented stack. |
| Foundedi | 2024🏆 | — |
| HQi | Amsterdam, Netherlands | — |
| Employeesi | 1000 | 11-50🏆 |
| Neuron scorei | 77🏆 | 25 |
| Total fundingi | $700M🏆 | Undisclosed |
| Latest roundi | private_placement · Dec 2024 | — |
| Valuationi | — | — |
| Cheapest paid plani | Pricing not disclosed | — |
| Free plani | ✗ | ✓ Open Source |
| Free triali | ✓ | ✗ |
| Top tier pricei | Pricing not disclosed | — |
| Pricing summaryi | Free trial | 1 published plans |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Nebius and ZenML.
| Capability | Nebius | ZenML |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✓ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | 4 (Python, REST API, CLI, Terraform) | 1 (Python) |
| Free plan | ✗ | ✓ |
| Free trial | ✓ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Nebius
- Has raised more capital ($700M vs Undisclosed)
- Higher Neuron score (77 vs 25)
- Offers a free trial
- Newer company (2024)
🔵 Strengths of ZenML
- Offers a free plan
Which should you choose?
Choose ZenML if price matters most — it starts at Open source, which is friendlier for teams watching burn. Both AI Infrastructure tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Nebius if you want the most established option — it has raised $700M, 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.
Frequently asked questions
Nebius vs ZenML — which is better?
It depends on your priority. Nebius has raised more capital and is the more established option; ZenML has broader feature depth. See the side-by-side table above.
Is Nebius cheaper than ZenML?
No — ZenML's cheapest paid plan is Free, while Nebius's is Free trial.
Do Nebius and ZenML offer free plans?
Nebius: Free trial only. ZenML: Yes, has a free plan.
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