Databricks Alternatives
Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-04-01.
Databricks has a Nerq Trust Score of 48 (D). Unified analytics platform for data engineering and ML. SOC2/ISO 27001 certified.
| # | Name | Trust | Grade | Stars | Key Difference |
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FAQ
What are the best alternatives to Databricks?
The top alternatives based on Nerq Trust Score are listed above, all independently evaluated for security and reliability.
Is it safe to switch from Databricks?
Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.
How does Nerq rank Databricks alternatives?
Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.