Databricks vs definity
Which Agents AI tool is better in 2026?
Databricks
The data + AI company
definity
Agentic data engineering platform for production data pipelines
Side-by-side
| Databricks | definity | |
|---|---|---|
| Tagline | The data + AI company | Agentic data engineering platform for production data pipelines |
| Founded | 2013 | 2022 |
| HQ | San Francisco, US | IL |
| Employees | 8000+ | — |
| Total funding | $5.6B | $16.5M |
| Latest round | series-l · Dec 2025 | Series A · 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 definity.
| Capability | Databricks | definity |
|---|---|---|
| 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 $16.5M)
- Higher Neuron score (61 vs 43)
- Offers a free trial
- More mature (2013)
🔵 Strengths of definity
- Newer company (2022)
Which should you choose?
Choose definity if price matters most — it starts at Pricing not listed, which is friendlier for teams watching burn. Both AI Agents 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 definity — which is better?
It depends on your priority. Databricks has raised more capital and is the more established option; definity has broader feature depth. See the side-by-side table above.
Is Databricks cheaper than definity?
No — definity's cheapest paid plan is Pricing not listed, while Databricks's is Enterprise · Contact sales.
Do Databricks and definity offer free plans?
Databricks: Free trial only. definity: Paid only.
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