Data quality testing tools
Alternatives to AWS Glue Data Quality
The tools Specifiction weighs against AWS Glue Data Quality, from its list of data quality testing tools, each with its plans, platforms and spec score.
- 01 Amazon Deequ
Deequ suits teams using Apache Spark to check large datasets before they reach consuming systems or machine-learning algorithms.
Free plan Windows · macOS · Linux · API8.7 Visit Specs - 02
Soda Soda is aimed at data engineers, data producers and consumers, governance teams, and platform teams.
From $750/mo Free plan Web · Linux · API · Self-hosted8.5 Visit Specs - 03
Datafold Web · API · Self-hosted7.9 Visit Specs - 04
Great Expectations GX suits data teams that need to define and run validation checks, with interfaces and documentation for both technical and nontechnical stakeholders.
Free plan Web · macOS · Linux · API7.9 Visit Specs - 05
Metaplane Metaplane suits teams monitoring data in warehouses and BI workflows that want anomaly detection, alerts, or lineage.
Free plan Web · API7.1 Visit Specs - 06 Anomalo Web6.0 Visit Specs
- 07 ElementaryElementary Data 5.7 Visit Specs
- 08 BigeyeDatadog 5.6 Visit Specs