Data Lineage Tools
Alternatives to Atlas
Atlas is built for teams that need controlled database schema change. Its language-independent, declarative workflows compare current databases with HCL, SQL, or ORM definitions, then generate and execute migration plans. Linting, validation, safety checks, schema testing, rollback support, CI/CD automation, and drift detection cover the change process. The open version supports PostgreSQL, MySQL, MariaDB, SQLite, TiDB, and LibSQL; Pro adds drivers including SQL Server, Oracle, Snowflake, and Databricks. Atlas runs through an API on Linux, macOS, Windows, or self-hosted deployments.
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Coalesce Catalog It is intended for data engineers and analysts, while Coalesce says it is designed for organization-wide use without training.
From $150/mo Free plan Web · API · Browser extension9.1 Visit Specs - 02
Apache Atlas Apache Atlas suits teams managing metadata and governance for data assets in a self-hosted environment.
Free plan Open source Web · Linux · API · Self-hosted8.9 Visit Specs - 03
Alex Solutions Alex is aimed at large, complex and regulated data estates, including organizations in banking, government, telecommunications, utilities, energy, and manufacturing.
Free trial Web · API · Self-hosted8.7 Visit Specs - 04
CastorDoc Free trial Web · API · Browser extension8.6 Visit Specs - 05 Microsoft Defender for Business From $0.25/mo Free trial Windows · macOS · iOS · Android8.4 Visit Specs
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Grai suits people who need to trace data relationships across systems and test how upstream changes affect downstream work.
Free plan Web · Linux · API · Self-hosted8.3 Visit Specs - 07
Dataedo From $1,500/mo Free trial Web · Windows · Self-hosted · Browser extension8.2 Visit Specs - 08 OpenDataDiscovery Platform
ODD suits data teams of any size, including enterprises, small and midsize companies, and data science teams.
Free plan Web · Linux · API · Self-hosted8.1 Visit Specs - 09
Amazon DataZone It is designed for engineers, data scientists, product managers, analysts, and business users who need to access and collaborate around organizational data.
Free plan Web · API8.0 Visit Specs - 10
Collate Free plan Web · API · Self-hosted · Browser extension8.0 Visit Specs - 11
DataFitch From $699/mo Free trial Web · API · Self-hosted8.0 Visit Specs - 12
BigID Data Intelligence Platform Free trial Web · API · Self-hosted7.9 Visit Specs - 13 SAP Customer Data Platform
It suits organizations that need to unify customer profiles across B2B or B2C use cases and coordinate permitted data with engagement systems.
From $1.15/mo Web · API7.9 Visit Specs - 14
Alation Data Lineage Web · API · Self-hosted7.8 Visit Specs - 15 Truedat From €7/mo Free trial Web · API · Self-hosted7.7 Visit Specs
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DataHub Cloud Free trial Web · API7.6 Visit Specs - 17
Datameer Free trial Web · API7.6 Visit Specs - 18
Atlan Lakehouse Atlan presents the Lakehouse for enterprise AI infrastructure and teams building AI systems that need governed organizational context.
Web · API · Self-hosted7.5 Visit Specs - 19
Collibra Collibra is aimed at organizations with complex data needs, including those in financial services, insurance, healthcare, life sciences and retail.
Web · API · Self-hosted · Browser extension7.5 Visit Specs - 20 Egeria
It suits organizations and teams that need metadata exchange, discovery or lineage across different repositories and technologies.
Web · Windows · macOS · Linux7.4 Visit Specs - 21
OpenMetadata It suits teams that want a data catalog and governance platform with lineage, shared business definitions and AI-oriented context tools.
Free plan Web · API · Self-hosted7.4 Visit Specs - 22 SQLLineage Free plan Linux · API · Self-hosted7.3 Visit Specs
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DataGalaxy Data Product Marketplace Web · API7.2 Visit Specs - 24
data.world Data Catalog Web · API7.2 Visit Specs - 25 Spline
Spline suits teams needing automated lineage for Spark or Python pipelines and organizations documenting data flows for regulation or troubleshooting.
Free plan Web · API · Self-hosted7.2 Visit Specs - 26 Marquez Web · Windows · macOS · Linux7.1 Visit Specs
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- 28 Zeenea Data Discovery Platform Web · Windows · Linux · API7.1 Visit Specs
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Goava Data Lineage API · Self-hosted6.9 Visit Specs - 30 OvalEdge Web · API · Self-hosted6.9 Visit Specs
Choosing instead of Atlas
You may prefer another tool when the priority is data discovery, cataloging, lineage, governance, metadata interoperability, or notebooks rather than schema migration. Atlas Starter is free; Pro is $9 per developer monthly plus usage-based CI/CD and database charges, while Schema Monitoring is $39 per monitored database monthly. Atlas offers no listed web platform. Compare alternatives by their data scope, lineage and governance depth, connectors, deployment choices, collaboration needs, and pricing. A catalog or lineage system may complement Atlas, but its workflows differ from Atlas's migration planning.