Cube vs Xophia AI Headless BI
Cube
cube.devXophia AI Headless BI
xophia.aiSide by side
| Figure | Cube | Xophia AI Headless BI |
|---|---|---|
| Price from | $40/mo | — |
| Free plan | Yes | — |
| Free trial | — | — |
| Open source | Yes | — |
| Web | Yes | Yes |
| Linux | Yes | — |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 4 | 0 |
| Spec score · Semantic Layer Software | 9.3 (#1) | 6.7 (#28) |
| Deployment | Cube Cloud can run as a managed multi-tenant service on AWS or GCP, in a VPC on AWS, GCP, or Azure, or on a customer's cloud through BYOC. | Xophia offers managed cloud and customer-VPC deployment patterns according to scope; region, data flows, and retention are documented for the deployment. |
| Integrations | Listed data sources include Snowflake, BigQuery, Redshift, Databricks, ClickHouse, PostgreSQL, MySQL, MongoDB, Trino, Presto and AWS Athena. | 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 | Cube states that data is encrypted at rest, API access uses token-based security, and application traffic is encrypted over SSL/TLS 1.2. | The managed-cloud description specifies TLS 1.2 or higher in transit and AES-256 at rest. |
| Support | Cube lists community support for Free, limited chat and email for Starter, and chat and email plus a dedicated CSM for Enterprise. | The site invites prospective customers to a 30-minute working session with engineering to map systems and scope an initial deployment. |
Plans
In their own words
Cube
Cube is an analytics platform with a semantic layer that encodes governed business definitions for dashboards, embedded applications, and AI agents. Cube Cloud supports internal business intelligence and embedded analytics, while Cube Core is the open-source project alongside which the cloud platform is built. The Free plan includes a semantic layer IDE, workbooks, dashboard publishing, semantic model and workbook agents, and analytics chat. Listed data sources include PostgreSQL, Snowflake, ClickHouse, Databricks, BigQuery, MySQL, Oracle, Redshift, MongoDB, and Trino; integrations include dbt, Dagster, Prefect, Airflow, and Coalesce.io. Cube Core processes API requests using pre-aggregated data in Cube Store or raw data in connected databases. Cloud deployment options include a managed multi-tenant service on AWS or GCP, a VPC on AWS, GCP, or Azure, and a customer's cloud through BYOC. Cube lists a free plan, Starter at $40 a month per developer, and Premium at $80 a month per developer.
Xophia AI Headless BI
Xophia AI Headless BI has no write-up on Specifiction yet; its figures are above.