# Databricks Lakewatch vs VirtualMetric DataStream: side-by-side comparison (2026) [Databricks Lakewatch](https://cybersectools.com/tools/databricks-lakewatch) is a commercial [security information and event management](https://cybersectools.com/categories/security-information-and-event-management-siem) solution by [Databricks](https://cybersectools.com/companies/databricks). [VirtualMetric DataStream](https://cybersectools.com/tools/virtualmetric-datastream) is a commercial [security data pipelines](https://cybersectools.com/categories/security-data-pipelines) solution by [VirtualMetric](https://cybersectools.com/companies/virtualmetric). Features, integrations, deployment and the company behind each one, side by side. Need the answer fast? [Best SIEM Solutions for Business](https://cybersectools.com/shortlists/best-siem-solutions) picks Microsoft Sentinel, Splunk Enterprise Security, CrowdStrike Falcon Next-Gen SIEM and 4 more. ## Side-by-side comparison | | Databricks Lakewatch | VirtualMetric DataStream | |---|---|---| | Pricing model | Commercial | Commercial | | Category | Security Information and Event Management | Security Data Pipelines | | Verified | No | No | | Deployment type | Cloud | Hybrid | | Company size fit | Mid-Market, Enterprise | SMB, Mid-Market, Enterprise | | Company | Databricks | VirtualMetric | | Headquarters | – | – | ### Use cases and capabilities | | Databricks Lakewatch | VirtualMetric DataStream | |---|---|---| | AI SOC | Yes | – | | Agentic AI Security | Yes | – | | Log Management | Yes | Yes | | Security Orchestration | Yes | – | | Cloud Native | Yes | – | | Generative AI | Yes | – | | Detection Rules | Yes | – | | Alerting | Yes | – | | Security Compliance Training | – | Yes | | Data Exfiltration | – | Yes | | Kubernetes | – | Yes | | AWS | – | Yes | | Azure | – | Yes | | GCP | – | Yes | | Network Monitoring | – | Yes | | Security Configuration | – | Yes | ### Core features **Databricks Lakewatch** 6 features listed. Sign in on the page to see them. **VirtualMetric DataStream** 10 features listed. Sign in on the page to see them. ### Integrations **Databricks Lakewatch** 6 integrations listed. Sign in on the page to see them. **VirtualMetric DataStream** 11 integrations listed. Sign in on the page to see them. ## Which one fits you Based on what each listing shows: deployment, company size, price and open source. - [Databricks Lakewatch](https://cybersectools.com/tools/databricks-lakewatch) fits if you want a cloud product. - [VirtualMetric DataStream](https://cybersectools.com/tools/virtualmetric-datastream) fits if you need both cloud and on-premises options and you are a small business. ## Databricks Lakewatch vs VirtualMetric DataStream FAQ Common questions when comparing Databricks Lakewatch vs VirtualMetric DataStream for security information and event management. ### What is the difference between Databricks Lakewatch and VirtualMetric DataStream? **Databricks Lakewatch**: Open agentic SIEM on Databricks lakehouse for petabyte-scale SOC ops. Built by Databricks. **VirtualMetric DataStream**: Built by VirtualMetric. The table above shows where their features, integrations, deployment and company size fit differ. ### Who makes Databricks Lakewatch and VirtualMetric DataStream? **Databricks Lakewatch** is made by Databricks. **VirtualMetric DataStream** is made by VirtualMetric. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit. ### Is Databricks Lakewatch a good alternative to VirtualMetric DataStream? In part. Databricks Lakewatch and VirtualMetric DataStream are not in the same category on CybersecTools. Both cover Log Management. Use the table above to see where features, deployment and company size fit differ. ## Related comparisons - [Databricks Lakewatch vs BluSapphire SIEMless-SIEM](https://cybersectools.com/compare/blusapphire-siemless-siem-vs-databricks-lakewatch) - [Databricks Lakewatch vs AccelOps Cloud](https://cybersectools.com/compare/accelops-cloud-vs-databricks-lakewatch) - [Databricks Lakewatch vs Hoplite Active Network Defense](https://cybersectools.com/compare/databricks-lakewatch-vs-hoplite-active-network-defense) - [VirtualMetric DataStream vs BluSapphire SIEMless-SIEM](https://cybersectools.com/compare/blusapphire-siemless-siem-vs-virtualmetric-datastream) - [VirtualMetric DataStream vs AccelOps Cloud](https://cybersectools.com/compare/accelops-cloud-vs-virtualmetric-datastream) - [VirtualMetric DataStream vs Hoplite Active Network Defense](https://cybersectools.com/compare/hoplite-active-network-defense-vs-virtualmetric-datastream) ## Alternatives to each - [See all Databricks Lakewatch alternatives](https://cybersectools.com/alternatives/databricks-lakewatch) - [See all VirtualMetric DataStream alternatives](https://cybersectools.com/alternatives/virtualmetric-datastream) --- Source: https://cybersectools.com/compare/databricks-lakewatch-vs-virtualmetric-datastream For AI agents: each product above has its own Markdown page (add .md to its URL, for example https://cybersectools.com/tools/databricks-lakewatch.md). Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md. More on Databricks Lakewatch and VirtualMetric DataStream: funding, momentum, hiring and news, plus the full product and company record, are available through the Mandos MCP Server (paid plans), which connects to AI assistants: https://mandos.io/mcp?utm_source=cybersectools.com&utm_medium=compare-md