Databricks vs ZenML
Which Infrastructure AI tool is better in 2026?
Databricks
The data + AI company
ZenML
The AI Control Plane for unifying ML and GenAI workflows across your fragmented stack.
Side-by-side
Databricks is the more established option (raised $5.6B); pricing is comparable on both sides.
| Metric | Databricks | ZenML |
|---|---|---|
| Taglinei | The data + AI company | The AI Control Plane for unifying ML and GenAI workflows across your fragmented stack. |
| Foundedi | 2013🏆 | — |
| HQi | San Francisco, US | — |
| Employeesi | 8000+🏆 | 11-50 |
| Neuron scorei | 95🏆 | 60 |
| Total fundingi | $5.6B🏆 | Undisclosed |
| Latest roundi | Series L · Dec 2025 | — |
| Valuationi | $134B🏆 | — |
| Cheapest paid plani | — | — |
| Free plani | ✗ | ✓ Open Source |
| Free triali | ✓ | ✗ |
| Top tier pricei | Committed Use Plan · Contact sales | — |
| Pricing summaryi | 3 published plans | 1 published plans |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Databricks and ZenML.
| Capability | Databricks | ZenML |
|---|---|---|
| MCP support | ✓ | ✗ |
| Public API | ✓ | ✗ |
| Webhooks | ✓ | ✗ |
| OAuth 2.0 | ✓ | ✗ |
| SDK languages | 6 (Python, Java, R, Scala…) | 1 (Python) |
| Free plan | ✗ | ✓ |
| Free trial | ✓ | ✗ |
| Verified | ✓ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Databricks
- Has raised more capital ($5.6B vs Undisclosed)
- Higher Neuron score (95 vs 60)
- Offers a free trial
- Newer company (2013)
🔵 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 Databricks if you want the most established option — it has raised $5.6B, 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
Databricks vs ZenML — which is better?
It depends on your priority. Databricks has raised more capital and is the more established option; ZenML has broader feature depth. See the side-by-side table above.
Is Databricks cheaper than ZenML?
No — ZenML's cheapest paid plan is Free, while Databricks's is Enterprise · Contact sales.
Do Databricks and ZenML offer free plans?
Databricks: Free trial only. ZenML: Yes, has a free plan.
Explore more AI Infrastructure tools
Contextual paths to related AI startups, deals and rankings.