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Apache Atlas vs Grai

Apache Atlas logo

Apache Atlas

7.3#1 in data catalog softwareFree plan
Free planWebAPILinuxSelf-hosted
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Grai

6.3#10 in data lineage toolsFree plan
Free planWebAPILinuxSelf-hosted
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What both publish

FactApache AtlasGrai
DeploymentThe repository provides Docker build instructions and produces server, source and multiple hook distribution archives.The project says it is open source and can be self-hosted, including with Docker Compose or Kubernetes examples and Helm charts.
Founded20152021
IntegrationsDocumented metadata sources include Hive, Sqoop, Falcon, Storm and HBase.Listed connectors include Snowflake, BigQuery, Redshift, Postgres, MySQL, SQL Server, dbt, Fivetran, flat files, Metabase, and Looker (alpha).
LineageAtlas provides a web lineage view and REST operations for reading and updating lineage.Grai says it can automatically build column-level lineage across warehouses and production services.
PurposeApache Atlas provides open metadata management and governance capabilities to catalog, classify, govern, and support collaboration around data assets.Grai describes itself as a data lineage tool for understanding and testing how data relates across databases, warehouses, APIs, and dashboards.

Apache Atlas plans

  • Apache AtlasFree

Grai plans

  • Grai CloudFree

Pick Apache Atlas if…

Atlas suits teams that need to catalog, classify, search, and govern metadata across data assets. It may also suit organizations seeking lineage access through a UI and REST APIs.

Pick Grai if…

Grai is aimed at people who need to trace and test connections among data systems and applications. It may suit teams seeking open-source, self-hosted deployment or a free cloud option.

Charts they share