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dbt Semantic Layer vs Xophia AI Headless BI

What both publish

Factdbt Semantic LayerXophia AI Headless BI
IntegrationsThe product page says the Semantic Layer offers an API, the dbt MCP Server, and dozens of out-of-the-box integrations for BI, notebooks, spreadsheets, embedded analytics, and AI systems.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.
PurposeThe Semantic Layer centralizes metric definitions on dbt models and automatically handles data joins for consistent use across downstream tools and applications.Headless BI provides a governed semantic layer so dashboards, products, and AI agents can use shared business definitions.

dbt Semantic Layer plans

  • DeveloperFree
  • dbt State add-on$0.09 a month
  • Starter$100 a month
  • EnterprisePriced on request
  • Enterprise+Priced on request

Xophia AI Headless BI plans

No prices published.

Pick dbt Semantic Layer if…

The Semantic Layer suits data teams that need governed, consistent metrics for analytics, embedded applications, or AI use cases. It is for organizations already using dbt Starter or Enterprise accounts to define and query metrics.

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.

Charts they share