17.5
Soda is a data quality platform for monitoring production data, identifying issues, and taking action.
Free planWebAPILinux
Alternatives to Amazon Deequ
Amazon Deequ is built for data quality checks on very large datasets in Apache Spark environments. It can test completeness, uniqueness, allowed values, patterns, and other conditions, with DQDL rules, profiling examples, metrics, and anomaly detection extending the workflow. Its Apache 2.0 license and support for Scala, Java, SQL, DQDL, and PyDeequ make it a free option for teams comfortable running checks themselves. That Spark dependency narrows its fit: releases must…
26.6
Great Expectations is a data-validation framework for defining expressive tests and checking whether data satisfies them.
Free planWebAPILinux
36.2
Metaplane is a cloud data observability platform for monitoring data quality before issues affect business operations.
Free planWebAPI
- 4
Datafold
Datafold is a web-based data testing platform for teams that need to check data quality and schema changes.
WebAPISelf-hosted6.0 - 5
Anomalo
Web4.8 - 6
Elementary
Elementary Data
4.7 - 7
Bigeye
Datadog
4.4 - 8
AWS Glue Data Quality
Amazon Web Services
4.3