Databricks vs VAST Data
Which Data Engineering AI tool is better in 2026?
Databricks
The data + AI company
VAST Data
Unifying software layer for AI infrastructure
Side-by-side
| Databricks | VAST Data | |
|---|---|---|
| Tagline | The data + AI company | Unifying software layer for AI infrastructure |
| Founded | 2013 | 2016 |
| HQ | San Francisco, US | US |
| Employees | 8000+ | — |
| Total funding | $5.6B | $2.4B |
| Latest round | series-l · Dec 2025 | Series F · Apr 2026 |
| Valuation | $134B | — |
| Cheapest paid plan | — | Pricing not disclosed |
| Free plan | ✗ | ✗ |
| Free trial | ✓ | ✗ |
| Top tier price | Committed Use Plan · Contact sales | Pricing not disclosed |
| Pricing summary | 3 published plans | Pricing not listed |
| Categories |
Capability matrix
Developer-facing capabilities and access signals for Databricks and VAST Data.
| Capability | Databricks | VAST Data |
|---|---|---|
| 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 $2.4B)
- Higher Neuron score (61 vs 0)
- Offers a free trial
- More mature (2013)
🔵 Strengths of VAST Data
- Newer company (2016)
Which should you choose?
Choose VAST Data if price matters most — it starts at Pricing not listed, 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 VAST Data — which is better?
It depends on your priority. Databricks has raised more capital and is the more established option; VAST Data has broader feature depth. See the side-by-side table above.
Is Databricks cheaper than VAST Data?
No — VAST Data's cheapest paid plan is Pricing not listed, while Databricks's is Enterprise · Contact sales.
Do Databricks and VAST Data offer free plans?
Databricks: Free trial only. VAST Data: Paid only.
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