Starburst Enterprise Context Layer vs Xophia AI Headless BI
Starburst Enterprise Context Layer
starburst.ioXophia AI Headless BI
xophia.aiSide by side
| Figure | Starburst Enterprise Context Layer | Xophia AI Headless BI |
|---|---|---|
| Price from | $0.50/mo | — |
| Free plan | Yes | — |
| Free trial | Yes | — |
| Open source | — | — |
| Web | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 7 | 0 |
| Spec score · Semantic Layer Software | 8.6 (#5) | 6.7 (#28) |
| 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. |
| Security | Enterprise security includes column- and row-level RBAC and ABAC, Apache Ranger, HashiCorp Vault, Okta, LDAP, dynamic masking, column-level encryption, and unified audit logging. | The managed-cloud description specifies TLS 1.2 or higher in transit and AES-256 at rest. |
| Support | Enterprise support tiers range from five portal tickets monthly to unlimited tickets and dedicated experts; Sev-1 response targets range from one hour to 30 minutes. | The site invites prospective customers to a 30-minute working session with engineering to map systems and scope an initial deployment. |
Plans
Starburst Enterprise Context Layer
- FreeFree
- ProPriced on request
- Pro$0.50 a month
- EnterprisePriced on request
- Enterprise$0.75 a month
- Mission-CriticalPriced on request
- Mission-Critical$1 a month
In their own words
Starburst Enterprise Context Layer
Starburst Enterprise Context Layer turns scattered data into governed, versioned Data Products. Each product combines a dataset with business definitions, ownership, access policies, and lineage, and appears in a shared catalog. Controls include role-based access, column masking, and row-level security. Teams can define products in YAML, commit them to git, test changes before merging, and roll back; breaking changes are reviewed before rollout. Automated CI/CD lineage checks verify upstream freshness before a new version is published. A semantic layer turns raw data into business-ready metrics, dimensions, and relationships for BI tools and AI agents. Products can be consumed through JDBC or REST, and the platform connects to more than 50 sources, including Apache Iceberg, Delta Lake, Hive, Amazon S3, Snowflake, and PostgreSQL. It runs in private cloud, hybrid, or on-premises environments and is air-gap ready. The free plan is free. Pro costs what you agree with the maker, billed /credit; Enterprise costs what you agree with the maker, billed /credit; Mission-Critical costs what you agree with the maker, billed /credit.
Xophia AI Headless BI
Xophia AI Headless BI has no write-up on Specifiction yet; its figures are above.