Databricks vs Tobiko Data
Which Data Engineering AI tool is better in 2026?
Databricks
The data + AI company
Tobiko Data
SQLMesh and SQLGlot, modern open-source tools for data transformation that bring virtual data
Side-by-side
Databricks is the more established option (raised $10.6B); pricing is comparable on both sides.
| Metric | Databricks | Tobiko Data |
|---|---|---|
| Taglinei | The data + AI company | SQLMesh and SQLGlot, modern open-source tools for data transformation that bring virtual data |
| Foundedi | 2013🏆 | 2023 |
| HQi | San Francisco, US | — |
| Employeesi | 8000+ | 11-50🏆 |
| Neuron scorei | 65🏆 | 52 |
| Total fundingi | $10.6B🏆 | $21.8M |
| Latest roundi | other · Aug 2026 | Seed |
| 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 | Free |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Databricks and Tobiko Data.
| Capability | Databricks | Tobiko 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 ($10.6B vs $21.8M)
- Higher Neuron score (65 vs 52)
- More mature (2013)
- Verified profile
🔵 Strengths of Tobiko Data
- Offers a free plan
- Newer company (2023)
Which should you choose?
Choose Tobiko Data if price matters most — it starts at Free, 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
Databricks vs Tobiko Data — which is better?
It depends on your priority. Databricks has raised more capital and is the more established option; Tobiko Data has broader feature depth. See the side-by-side table above.
Is Databricks cheaper than Tobiko Data?
No — Tobiko Data's cheapest paid plan is Free, while Databricks's is Enterprise · Contact sales.
Do Databricks and Tobiko Data offer free plans?
Databricks: Free trial only. Tobiko Data: Yes, has a free plan.
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