Free and open first

Best Data Lineage Tools in 2026

Following data from its source through pipelines and reports can help teams see dependencies and consider the effects of changes. Compared on automated discovery, column-level, pipeline, and report lineage, these tools also vary in impact analysis and deployment. Free-plan availability and paid-from pricing offer further points of comparison. Atlas, Coalesce Catalog, and Databricks Notebooks are among the names shown. Check the listed lineage capabilities against the data flows and reporting work you need to make visible.

43 apps
Research read 23 Sept 2026
How the order is worked out

1

Apache Atlas

Free plan Open source APILinuxSelf-hosted+1

Choose Apache Atlas if your team needs open-source metadata governance, lineage, and classification controls in a self-hosted environment.

9.2 Open source Visit site
2

Atlas

Free plan Open source APILinuxMac+3

Atlas covers schema planning, migration validation, and execution, with a free core and proprietary advanced features. Consider database-driver coverage and usage-based charges when assessing Pro.

9.2 Free plan · paid from $9/user/mo · 30-day trial Visit site
3

Collate

Free plan APIExtensionSelf-hosted+1

Collate combines metadata connections, semantic context, lineage and AI capabilities, with several deployment choices.

7.5 Free plan Visit site
4

Amazon DataZone

Free plan APIWeb

Amazon DataZone combines a business data catalog, collaborative projects, and governed access workflows across multiple source environments.

7.4 From $10 Visit site
5

Coalesce Catalog

Free plan APIExtensionWeb

Choose Coalesce Catalog if your team needs discovery, documentation, lineage, and governance across a connected data stack.

7.4 Free plan · paid from $150/user/mo (annual) · 30-day trial Visit site
6

Grai

Free plan APILinuxSelf-hosted+1

Grai combines lineage, change-triggered validation and CI/CD alerts across listed data systems. Check the alpha status of its Looker connector and review its stated data collection practices.

7.3 Free plan Visit site
7

OpenDataDiscovery Platform

Free plan APILinuxSelf-hosted+1

ODD brings catalog search, lineage, quality results, and machine-learning metadata into one platform.

7.1 Open source Visit site
8

Egeria

Free plan APILinuxMac+3

Choose Egeria if you need an open-source foundation for managing and connecting metadata across heterogeneous repositories and technologies.

7.0 Open source Visit site
9

OpenMetadata

Free plan APISelf-hostedWeb

OpenMetadata combines data cataloging and governance with business definitions and organizational memory.

7.0 Open source Visit site
10

Marquez

Free plan APILinuxMac+3

Choose Marquez if your data team needs an open-source system for collecting OpenLineage metadata and tracing dependencies across jobs and datasets.

6.9 Open source Visit site
11

Spline

Free plan APISelf-hostedWeb

Spline provides a self-hosted path from pipeline metadata to lineage graphs and API access. Check the ArangoDB requirement and the Spark agent’s default tracking scope when assessing fit.

6.8 Free plan Visit site
12

SQLLineage

Free plan APILinuxSelf-hosted

SQLLineage offers SQL lineage through command-line, Python, and browser-based views.

6.8 Free plan Visit site
13

OpenLineage

Free plan APISelf-hosted

Choose OpenLineage when you need an open, extensible format for lineage events across data tools.

6.5 Open source Visit site
14

Alex Solutions

Free trial APISelf-hostedWeb

Choose Alex if your organization needs governance, lineage, metadata management, and data quality capabilities across a large or regulated data estate.

6.4 Pricing on request Visit site
15

Dataedo

Free trial ExtensionSelf-hostedWeb+1

Dataedo brings cataloging, lineage, and quality tools together, with several deployment choices and a 14-day trial. Its listed plans have a three-editor minimum and start at $18,000 a year.

6.4 From $18,000/yr · 14-day trial Visit site
16

BigID Data Intelligence Platform

Free trial APISelf-hostedWeb

BigID provides detailed lineage, impact analysis, context enrichment, and AI governance across several deployment models.

6.3 Pricing on request Visit site
17

CastorDoc

Free trial APIExtensionWeb

CastorDoc combines catalog search, lineage and governance with optional AI assistance.

6.3 Pricing on request · 14-day trial Visit site
18

Dremio

Free plan Web

Dremio offers a free tier, a trial-based cloud option, and a self-managed Enterprise plan.

6.3 Free plan · 30-day trial Visit site
19

DataFitch

Free trial APISelf-hostedWeb

DataFitch combines visual ETL, quality checks, lineage, dashboards, and AI pipeline assistance across web, API, and self-hosted options.

6.2 Free plan · paid from $643/mo (annual) · 14-day trial Visit site
20

Microsoft Defender for Business
by Microsoft Defender for Business
Free trial AndroidAPIiPhone+2

6.1 From $3/user/mo (annual) · 30-day trial Visit site
21

Alation Data Lineage

Paid APISelf-hostedWeb

Alation Data Lineage combines automated discovery, manual annotation, visual context and impact analysis.

6.0 Pricing on request Visit site
22

DataHub Cloud

Free trial APIWeb

DataHub Cloud provides automated lineage, impact analysis, metadata propagation, and extensive connector support in a cloud service.

6.0 Pricing on request Visit site
23

Datameer
by Datameer
Free trial APIWeb

Datameer centers its preparation and analytics workflow on Snowflake, with multiple ways to transform data and inspect results.

6.0 Pricing on request · 14-day trial Visit site
24

SAP Master Data Governance

Free plan Web

6.0 Free plan · pricing on request Visit site
25

Atlan Lakehouse

Paid APISelf-hostedWeb

Atlan Lakehouse combines metadata context, search, and multiple access methods for enterprise AI systems.

5.9 Pricing on request Visit site

#1Places #1, #2, #3, #4, #5 on this list can be bought by the makers of the software on it. See the price

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