
Cube
7.9#2 in data transformation toolsFrom $40 a monthFree planWebAPILinuxSelf-hosted
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| Fact | Cube | Strata |
|---|---|---|
| AI agents | AI agents can access Cube through its MCP server or Chat API while using the governed semantic model. | Users can build agents on the governed semantic model, inspect and edit their queries, and share agents with their team. |
| Company | The company is Cube Dev, Inc.; its about page names Artyom Keydunov and Pavel Tiunov as co-founders. | The maker identifies itself as Strata Business Intelligence, LLC and lists its address in Vienna, Virginia. |
| 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. | Strata Server is a self-hosted web application distributed as a private container image, with deployment guides for quick install, production, and AWS ECS. |
| Integrations | Listed data sources include Snowflake, BigQuery, Redshift, Databricks, ClickHouse, PostgreSQL, MySQL, MongoDB, Trino, Presto and AWS Athena. | Documented datasource adapters include PostgreSQL, Snowflake, MySQL, SQL Server, Athena, Trino, DuckDB, Druid, ClickHouse, Databricks, SQLite, and Redshift. |
| Product | Cube is an agentic analytics platform built on a semantic layer for business users and AI agents. | Strata is a semantic layer platform for self-service BI and warehouse access, turning database tables into a governed business-ready model for data exploration without SQL. |
| 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 privacy policy says Strata uses encryption, firewalls, and SSL technology as security measures, while noting that these do not guarantee protection from breaches. |
Cube suits teams building internal BI or embedded analytics that need governed business definitions shared across dashboards, applications, and AI agents. It also fits teams that want a free starting plan or cloud deployment choices.
Strata suits teams opening warehouse data to non-technical users and AI agents. Its stated audience is not SQL-fluent analysts looking for another query tool.