18.3
Atlas manages database schemas and migrations using declarative, versioned workflows, and is designed to work across programming languages.
Free planOpen sourceWebAPILinux
Best Data Lineage Tools in 2026
Data lineage tools help make relationships between data sources, pipelines and reports easier to trace. Compared on automated discovery, column-level lineage, deployment, free plan, impact analysis, paid from, pipeline lineage and report lineage, these entries cover ways to understand dependencies and potential change effects. Consider whether you need visibility down to individual columns, across pipelines or into…
27.5
Coalesce Catalog is a cloud data-catalog service for data engineers, analysts, and organizations that want shared data understanding.
Free planWebAPIExtension
37.5
AndroidiOSAPI
- 4
Apache Atlas
Apache Atlas is open-source server software for managing and governing metadata about data assets.
Free planOpen sourceWebAPILinuxSelf-hosted7.2Free plan - 5
SAP Customer Data Platform
SAP Customer Data Platform unifies customer profiles and related account or individual relationships for B2B and B2C use cases.
WebAPI7.0From $1.15 a month - 6
Dataedo
Dataedo is software for discovering, documenting, and sharing data knowledge through a centralized data catalog.
WebExtensionSelf-hostedWindows6.5From $18,000 a year - 7
OpenDataDiscovery Platform
OpenDataDiscovery Platform (ODD) is an open-source catalog for finding and governing data products and supporting work across data teams.
Free planWebAPILinuxSelf-hosted6.5Free plan - 8
Alex Solutions
Alex Solutions is an enterprise data operations platform that brings together data governance, metadata management, lineage, and AI readiness for…
WebAPISelf-hosted6.3 - 9
CastorDoc
CastorDoc is a cloud data catalog for data discovery, governance, and self-service analytics.
WebAPIExtension6.3 - 10
Grai
Grai is a data lineage tool for tracing and testing relationships across databases, warehouses, APIs, and dashboards.
Free planWebAPILinuxSelf-hosted6.3Free plan - 11
Truedat
WebAPISelf-hosted6.3From €7 a month - 12
DataFitch
WebAPISelf-hosted6.1From $699 a month - 13
OpenMetadata
Free planWebAPISelf-hosted6.1Free plan - 14
Amazon DataZone
Amazon DataZone helps organizations catalog, discover, share, and govern data from AWS, on-premises, and third-party sources.
Free planWebAPI6.0Free plan - 15
Collate
Collate is an AI for Data platform for data teams and AI agents, built on an open context layer and the Apache 2.0 OpenMetadata metadata foundation.
Free planWebAPIExtensionSelf-hosted6.0Free plan - 16
Egeria
Egeria is an open-source project for sharing metadata and context across people, tools, and platforms used in AI and data science.
WebAPILinuxmacOS5.9 - 17
Spline
Spline is a free, open-source tool for tracking data lineage and pipeline structure automatically.
Free planWebAPISelf-hosted5.9Free plan - 18
BigID Data Intelligence Platform
WebAPISelf-hosted5.8 - 19
Datameer
Datameer is a cloud data preparation and analytics platform for accessing, integrating, transforming, and analyzing data.
WebAPI5.8 - 20
Marquez
Marquez collects, stores, and visualizes OpenLineage metadata from data jobs and applications.
WebAPILinuxmacOS5.8 - 21
SQLLineage
SQLLineage is a free, open-source Python package and command-line tool for tracing source and target tables in SQL.
Free planAPILinuxSelf-hosted5.8Free plan - 22
Zeenea Data Discovery Platform
Zeenea Data Discovery Platform helps organizations discover, document, govern, and use data through catalog, metadata management, lineage,…
WebAPIExtensionLinux5.8 - 23
DataHub Cloud
DataHub Cloud automatically captures data lineage and presents downstream impact in real time.
WebAPI5.7 - 24
Google Cloud Knowledge Catalog
Free planWeb5.7Free plan - 255.7From $83.30 a month