Starburst Enterprise Context Layer
7.5#2 in query engine software$0.50 usage-basedFree planWebAPISelf-hosted
VisitStarburst Enterprise Context Layer vs Xophia AI Headless BI
Xophia AI Headless BI
5.4#25 in semantic layer softwareWebAPISelf-hosted
VisitWhat both publish
| Fact | Starburst Enterprise Context Layer | Xophia AI Headless BI |
|---|---|---|
| Deployment | Starburst Enterprise is self-hosted and can run on premises, in private or hybrid clouds, Kubernetes and major cloud marketplaces. | Xophia offers managed cloud and customer-VPC deployment patterns according to scope; region, data flows, and retention are documented for the deployment. |
| Integrations | The platform connects to more than 50 sources, including Apache Iceberg, Delta Lake, Hive, Amazon S3, Snowflake, and PostgreSQL. | The product page lists Snowflake, BigQuery, PostgreSQL, SQL Server, dbt, Power BI, Looker, Tableau, REST/GraphQL, and MCP, while noting the exact adapter set is scoped during implementation. |
Starburst Enterprise Context Layer plans
- FreeFree
- Pro$0.50 a month
- Enterprise$0.75 a month
- Mission-Critical$1 a month
Xophia AI Headless BI plans
No prices published.
Pick Starburst Enterprise Context Layer if…
Starburst Enterprise Context Layer suits teams that need governed, versioned data products for BI tools, APIs, AI agents, or apps. It is aimed at regulated industries including financial services, healthcare, insurance, and government.
Pick Xophia AI Headless BI if…
It suits teams that need finance, operations, products, dashboards, and AI agents to share governed business metrics and definitions.