Google Cloud Knowledge Catalog vs Grai
Google Cloud Knowledge Catalog
cloud.google.comGrai
grai.ioSide by side
| Figure | Google Cloud Knowledge Catalog | Grai |
|---|---|---|
| Price from | — | Free |
| Free plan | — | Yes |
| Free trial | — | — |
| Open source | — | — |
| Web | Yes | Yes |
| Linux | — | Yes |
| API | — | Yes |
| Self-hosted | — | Yes |
| Plans published | 6 | 1 |
| Spec score · Data Lineage Tools | 6.1 (#37) | 8.3 (#7) |
| Founded | 1998 | 2021 |
| Headquarters | Mountain View, California, USA | St. Louis, Missouri, United States |
Plans
Google Cloud Knowledge Catalog
- Free tierPriced on request
- Standard processingPriced on request
- Premium processingPriced on request
- Metadata storagePriced on request
- API callsPriced on request
- Shuffle storagePriced on request
In their own words
Google Cloud Knowledge Catalog
Google Cloud Knowledge Catalog has no write-up on Specifiction yet; its figures are above.
Grai
Grai is a data lineage tool for tracing and testing relationships among databases, warehouses, APIs, and dashboards. It can automatically build column-level lineage across warehouses and production services. Centralized validation tests run when upstream data sources change, and GitHub Actions can alert CI/CD workflows when production changes affect warehouses or dbt projects. Listed connectors include Snowflake, BigQuery, Redshift, Postgres, MySQL, SQL Server, dbt, Fivetran, flat files, Metabase, and Looker; the Looker connector is marked alpha. Grai describes itself as open source and self-hostable, with Docker Compose and Kubernetes examples and Helm charts. Grai Cloud is available to run for free. The frontend is a React web application, and the CLI is a Python client for the Grai server. The repository lists an MIT-0 license. The privacy policy says Grai collects email addresses, cookies, and usage data, and names AWS and Google Cloud Platform among its service providers. It says commercially acceptable measures are used to protect personal data but cannot guarantee absolute security. The repository lists [email protected] and points to Slack and a community roadmap for requests and bug reports.