Exabeam New-Scale SIEM vs Databricks Lakewatch: 2026 Comparison

Exabeam New-Scale SIEM

Mid-market and enterprise SOCs drowning in log volume will get the most from Exabeam New-Scale SIEM because its natural language search and 7,000+ prebuilt parsers eliminate the parsing bottleneck that kills most SIEM deployments. The platform processes over 2M events per second and covers both continuous monitoring and incident analysis per NIST CSF 2.0, which means your team actually investigates alerts instead of tuning them away. Skip this if you need tight integration with an existing QRadar or Splunk environment as your primary stack; Exabeam works best as the centralized detection layer, not a replacement for what you've already standardized on.

Databricks Lakewatch

Enterprise SOCs drowning in petabyte-scale security data will find real value in Databricks Lakewatch because it actually stores and analyzes that volume without forcing you into expensive data movement or retention tradeoffs. The platform covers DE.CM and DE.AE strongly through agentic threat detection, though incident response automation (RS.MA and RS.AN) remains lighter than dedicated SOAR platforms. Skip this if your team needs out-of-the-box playbooks and tight third-party tool orchestration; Lakewatch assumes you can architect workflows on an open lakehouse foundation.