← Integrations matrix

    My Hadoop Data Quality Tools List

    Discover the best 3 data quality tools that integrate with Hadoop.

    By Ari Bajo - Data Engineer turned Writer.

    See the full data quality tools list

    All 36 data quality, data testing, and data observability tools.

    View full list

    Ataccama ONE

    Data trust platform with data quality evaluation rules, anomaly detection, data lineage, a data catalog, and master data management.

    My Opinion

    Best for organizations looking to scale data management initiatives with enterprise master data management, data quality, and data governance.

    DQLabs

    Unified data quality and observability platform with anomaly detection, data quality checks, end-to-end data lineage, and pipeline observability.

    My Opinion

    Best for enterprises looking for unified data quality and observability that integrates with modern data catalogs and issue management tools.

    Unravel

    Agentic data observability and FinOps platform for the cloud with integrations with external data quality checks, cost optimization, incident management, and resolution.

    My Opinion

    Best for data and infrastructure teams that want to combine data quality results with costs and performance insights into one platform with optimization recommendations.

    Want to go deeper?

    Read the complete data quality tool market guide — features, pricing, and how to choose.

    Read the data quality guide