Databricks vs Sifflet
Which Data Engineering AI tool is better in 2026?
Databricks
The data + AI company
Sifflet
AI-ready data observability platform to monitor pipelines, quality, and lineage end to end
Side-by-side
Databricks is the more established option (raised $10.6B); pricing is comparable on both sides.
| Metric | Databricks | Sifflet |
|---|---|---|
| Taglinei | The data + AI company | AI-ready data observability platform to monitor pipelines, quality, and lineage end to end |
| Foundedi | 2013🏆 | 2021 |
| HQi | San Francisco, US | Paris, FR |
| Employeesi | 8000+ | 51-200🏆 |
| Neuron scorei | 65🏆 | 58 |
| Total fundingi | $10.6B🏆 | $35.8M |
| Latest roundi | other · Aug 2026 | Venture · Jun 2025 |
| 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 trial |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Databricks and Sifflet.
| Capability | Databricks | Sifflet |
|---|---|---|
| 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 $35.8M)
- Higher Neuron score (65 vs 58)
- More mature (2013)
- Verified profile
🔵 Strengths of Sifflet
- Newer company (2021)
Which should you choose?
Choose Sifflet if price matters most — it starts at Free trial, 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 Sifflet — which is better?
It depends on your priority. Databricks has raised more capital and is the more established option; Sifflet has broader feature depth. See the side-by-side table above.
Is Databricks cheaper than Sifflet?
No — Sifflet's cheapest paid plan is Free trial, while Databricks's is Enterprise · Contact sales.
Do Databricks and Sifflet offer free plans?
Databricks: Free trial only. Sifflet: Free trial only.
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