Databricks vs Onehouse
Which Data Engineering AI tool is better in 2026?
Databricks
The data + AI company
Onehouse
Fully managed universal data lakehouse built on Apache Hudi, Iceberg and Delta Lake
Side-by-side
Databricks is the more established option (raised $5.6B); pricing is comparable on both sides.
| Metric | Databricks | Onehouse |
|---|---|---|
| Taglinei | The data + AI company | Fully managed universal data lakehouse built on Apache Hudi, Iceberg and Delta Lake |
| Foundedi | 2013🏆 | 2021 |
| HQi | San Francisco, US | Sunnyvale, United States |
| Employeesi | 8000+🏆 | 51-200 |
| Neuron scorei | 60 | 69🏆 |
| Total fundingi | $5.6B🏆 | $68M |
| Latest roundi | Series L · Dec 2025 | Series B · Jun 2024 |
| Valuationi | $134B🏆 | — |
| Cheapest paid plani | — | Pricing not disclosed |
| Free plani | ✗ | ✓ |
| Free triali | ✓ | ✓ |
| Top tier pricei | Committed Use Plan · Contact sales | Pricing not disclosed |
| Pricing summaryi | 3 published plans | Enterprise · Contact sales |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Databricks and Onehouse.
| Capability | Databricks | Onehouse |
|---|---|---|
| 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 $68M)
- More mature (2013)
- Verified profile
🔵 Strengths of Onehouse
- Higher Neuron score (69 vs 60)
- Offers a free plan
- Newer company (2021)
Which should you choose?
Choose Onehouse if price matters most — it starts at Enterprise · Contact sales, which is friendlier for teams watching burn. Both AI Data Engineering 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 Onehouse — which is better?
It depends on your priority. Databricks has raised more capital and is the more established option; Onehouse has broader feature depth. See the side-by-side table above.
Is Databricks cheaper than Onehouse?
No — Onehouse's cheapest paid plan is Enterprise · Contact sales, while Databricks's is Enterprise · Contact sales.
Do Databricks and Onehouse offer free plans?
Databricks: Free trial only. Onehouse: Yes, has a free plan.
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