Databricks vs Encord
Which Infrastructure AI tool is better in 2026?
Databricks
The data + AI company
Encord
The multimodal data layer powering physical AI from training to real-world deployment.
Side-by-side
Databricks is the more established option (raised $5.6B); pricing is comparable on both sides.
| Metric | Databricks | Encord |
|---|---|---|
| Taglinei | The data + AI company | The multimodal data layer powering physical AI from training to real-world deployment. |
| Foundedi | 2013🏆 | — |
| HQi | San Francisco, US | — |
| Employeesi | 8000+🏆 | — |
| Neuron scorei | 95🏆 | 59 |
| Total fundingi | $5.6B🏆 | Undisclosed |
| Latest roundi | Series L · Dec 2025 | — |
| Valuationi | $134B🏆 | — |
| Cheapest paid plani | — | — |
| Free plani | ✗ | ✗ |
| Free triali | ✓ | ✗ |
| Top tier pricei | Committed Use Plan · Contact sales | Enterprise · Contact sales |
| Pricing summaryi | 3 published plans | 1 published plans |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Databricks and Encord.
| Capability | Databricks | Encord |
|---|---|---|
| MCP support | ✓ | ✗ |
| Public API | ✓ | ✗ |
| Webhooks | ✓ | ✗ |
| OAuth 2.0 | ✓ | ✗ |
| SDK languages | 6 (Python, Java, R, Scala…) | — |
| Free plan | ✗ | ✗ |
| Free trial | ✓ | ✗ |
| Verified | ✓ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Databricks
- Has raised more capital ($5.6B vs Undisclosed)
- Higher Neuron score (95 vs 59)
- Offers a free trial
- Newer company (2013)
🔵 Strengths of Encord
- Strong in AI Infrastructure
Which should you choose?
Choose Encord if price matters most — it starts at Enterprise · Contact sales, 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 Encord — which is better?
It depends on your priority. Databricks has raised more capital and is the more established option; Encord has broader feature depth. See the side-by-side table above.
Is Databricks cheaper than Encord?
No — Encord's cheapest paid plan is Enterprise · Contact sales, while Databricks's is Enterprise · Contact sales.
Do Databricks and Encord offer free plans?
Databricks: Free trial only. Encord: Paid only.
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