Databricks Lakewatch vs Gravwell Security Data Platform: Side-by-Side Comparison (2026)

Databricks Lakewatch: Open agentic SIEM on Databricks lakehouse for petabyte-scale SOC ops. built by Databricks. Core capabilities include Agentic AI-driven threat detection and response, Petabyte-scale security data ingestion and storage, Unified security data lakehouse architecture..

Gravwell Security Data Platform: Security data platform for log analysis, metrics, and threat hunting. built by Gravwell. Core capabilities include Structure-on-read data lake architecture, Raw data ingestion without normalization requirements, PCAP network capture support..

Both serve the Security Information and Event Management market but differ in approach, feature depth, and target audience.

Databricks Lakewatch differentiates with Agentic AI-driven threat detection and response, Petabyte-scale security data ingestion and storage, Unified security data lakehouse architecture. Gravwell Security Data Platform differentiates with Structure-on-read data lake architecture, Raw data ingestion without normalization requirements, PCAP network capture support.

Databricks Lakewatch is developed by Databricks. Gravwell Security Data Platform is developed by Gravwell. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Databricks Lakewatch and Gravwell Security Data Platform serve similar Security Information and Event Management use cases: both are Security Information and Event Management tools, both cover Log Management. Review the feature comparison above to determine which fits your requirements.