Cube vs Databricks
Which Data Engineering AI tool is better in 2026?
Cube
The universal semantic layer for data and AI
Databricks
The data + AI company
Side-by-side
Databricks is the more established option (raised $10.6B); pricing is comparable on both sides.
| Metric | Cube | Databricks |
|---|---|---|
| Taglinei | The universal semantic layer for data and AI | The data + AI company |
| Foundedi | 2019 | 2013🏆 |
| HQi | San Francisco, US | San Francisco, US |
| Employeesi | 51-200 | 8000+🏆 |
| Neuron scorei | 56 | 69🏆 |
| Total fundingi | $48M | $10.6B🏆 |
| Latest roundi | Series A | other · Aug 2026 |
| Valuationi | — | $134B🏆 |
| Cheapest paid plani | Pricing not disclosed | — |
| Free plani | ✓ | ✗ |
| Free triali | ✓ | ✓ |
| Top tier pricei | Pricing not disclosed | Committed Use Plan · Contact sales |
| Pricing summaryi | Free | 3 published plans |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Cube and Databricks.
| Capability | Cube | Databricks |
|---|---|---|
| MCP support | ✗ | ✓ |
| Public API | ✓ | ✓ |
| Webhooks | ✗ | ✓ |
| OAuth 2.0 | ✗ | ✓ |
| SDK languages | — | 6 (Python, Java, R, Scala…) |
| Free plan | ✓ | ✗ |
| Free trial | ✓ | ✓ |
| Verified | ✗ | ✓ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Cube
- Offers a free plan
- Newer company (2019)
🔵 Strengths of Databricks
- Has raised more capital ($10.6B vs $48M)
- Higher Neuron score (69 vs 56)
- More mature (2013)
- Verified profile
Which should you choose?
Choose Databricks 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 $10.6B, 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
Cube vs Databricks — which is better?
It depends on your priority. Cube is the leaner option; Databricks has broader feature depth. See the side-by-side table above.
Is Cube cheaper than Databricks?
No — Databricks's cheapest paid plan is Enterprise · Contact sales, while Cube's is Free.
Do Cube and Databricks offer free plans?
Cube: Yes, has a free plan. Databricks: Free trial only.
Explore more AI Data Engineering tools
Contextual paths to related AI startups, deals and rankings.