Best Cloudera Data Lineage (formerly Octopai) Alternatives in 2026

Paid#11 of 41 in Data Lineage Tools

15 data lineage tools our editors would look at instead of Cloudera Data Lineage (formerly Octopai), in our ranking order.

7.0/10★★★★☆Editor score

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Cloudera Data Lineage (formerly Octopai)7.0 Visit Cloudera

• 15 alternatives
• Updated Sep 2026
• Our Cloudera Data Lineage (formerly Octopai) verdict

Cloudera Data Lineage (formerly Octopai): Enterprise lineage mapping for tracing dependencies, transformations, and report relationships. Where it falls short: pricing requires contacting sales.

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1. 
   Alation Data Lineage —not yet scored

   Best forGoverned lineage with BI traceability

   A broad lineage system for tracing data from source systems through BI outputs.

   • Report lineage
   • Impact analysis
   • Column-level lineage

   Pricing on request Our Alation Data Lineage verdict → + Compare Visit Alation
   —not yet scored

   Visit Alation
2. 
   Informatica Cloud Data Governance and Catalog —not yet scored

   Best forBroad governance and lineage programs

   A broad governance and lineage service for complex cloud, on-premises and hybrid data estates.

   • Report lineage
   • Impact analysis
   • Column-level lineage

   Pricing on request Our Informatica Cloud Data Governance and Catalog verdict → + Compare Visit Informatica
   —not yet scored

   Visit Informatica
3. 
   Talend Data Catalog —not yet scored

   Best forEnterprise metadata and architecture teams

   A broad catalog and lineage product for complex enterprise data architectures.

   • Report lineage
   • Impact analysis
   • Column-level lineage

   Pricing on request Our Talend Data Catalog verdict → + Compare Visit Qlik
   —not yet scored

   Visit Qlik
4. 4
   
   DataHub Cloud 7.0

   Best forCloud teams wanting broad lineage coverage

   A cloud lineage platform with column-level detail, impact analysis, and wide ecosystem coverage.

   • Report lineage
   • Impact analysis
   • Column-level lineage

   Pricing on request Our DataHub Cloud verdict → + Compare Visit DataHub
   7.0/10★★★★☆

   Visit DataHub
5. 
   OpenMetadata —not yet scored

   Best forOpen-source full catalog and lineage

   A broad open-source catalog with automated lineage and impact analysis.

   • Report lineage
   • Impact analysis
   • Column-level lineage

   Open source Our OpenMetadata verdict → + Compare Visit OpenMetadata
   —not yet scored

   Visit OpenMetadata
6. 
   BigID Data Intelligence Platform —not yet scored

   Best forPrivacy-aware enterprise lineage

   A broad lineage platform for enterprises that need privacy, policy, and AI context.

   • Report lineage
   • Impact analysis
   • Column-level lineage

   Pricing on request Our BigID Data Intelligence Platform verdict → + Compare Visit BigID
   —not yet scored

   Visit BigID
7. 
   Collibra —not yet scored

   Best forEnterprise governance beyond lineage

   Broad governance platform combining lineage, cataloging, quality, privacy and AI oversight.

   Pricing on request Our Collibra verdict → + Compare Visit Collibra
   —not yet scored

   Visit Collibra
8. 
   Goava Data Lineage —not yet scored

   Best forComplex hybrid data estates

   A broad lineage platform for complex hybrid estates and regulated Saudi organizations.

   • Report lineage
   • Impact analysis
   • Column-level lineage

   Pricing on request Our Goava Data Lineage verdict → + Compare Visit Goava
   —not yet scored

   Visit Goava
9. 9
   
   DataGalaxy Data Product Marketplace 7.0

   Best forData-product marketplaces with lineage

   A governed marketplace that connects data-product discovery with lineage and access workflows.

   • Report lineage
   • Impact analysis
   • Column-level lineage

   Pricing on request Our DataGalaxy Data Product Marketplace verdict → + Compare Visit DataGalaxy
   7.0/10★★★★☆

   Visit DataGalaxy
10. 
    Qlik Catalog —not yet scored

    Best forHybrid estates with legacy systems

    A hybrid-ready catalog for tracing data from source systems to BI outputs.

    • Report lineage
    • Impact analysis
    • Column-level lineage

    Pricing on request Our Qlik Catalog verdict → + Compare Visit Qlik Catalog
    —not yet scored

    Visit Qlik Catalog
11. 
    Atlan Lakehouse —not yet scored

    Best forCloud-native lakehouse metadata teams

    A cloud-native metadata platform with automated lineage, impact analysis, and broad access APIs.

    • Report lineage
    • Impact analysis
    • Column-level lineage

    Pricing on request Our Atlan Lakehouse verdict → + Compare Visit Atlan
    —not yet scored

    Visit Atlan
12. 
    data.world Data Catalog —not yet scored

    Best forCatalog-led lineage and discovery

    A catalog-led platform for connecting data assets, lineage, governance, and discovery.

    • Report lineage
    • Impact analysis
    • Column-level lineage

    Pricing on request Our data.world Data Catalog verdict → + Compare Visit data.world
    —not yet scored

    Visit data.world
13. 14
    GK
    Google Cloud Knowledge Catalog 8.0

    Best forGoogle Cloud-centric catalog teams

    A broad lineage and governance catalog for teams centered on Google Cloud.

    • Report lineage
    • Impact analysis
    • Column-level lineage

    Our Google Cloud Knowledge Catalog verdict → + Compare Visit Google Cloud
    8.0/10★★★★☆

    Visit Google Cloud
14. 15
    
    Secoda 7.0

    Best forAI-assisted lineage and impact analysis

    A broad lineage platform for teams that need AI search and enterprise governance.

    • Report lineage
    • Impact analysis
    • Column-level lineage

    Pricing on request Our Secoda verdict → + Compare Visit Secoda
    7.0/10★★★★☆

    Visit Secoda
15. 
    OvalEdge —not yet scored

    Best forGoverned lineage with catalog controls

    A broad governance suite for teams that need lineage tied to catalog and control.

    • Report lineage
    • Impact analysis
    • Column-level lineage

    Pricing on request Our OvalEdge verdict → + Compare Visit OvalEdge
    —not yet scored

    Visit OvalEdge

Cloudera Data Lineage (formerly Octopai) vs Each Alternative

#	Tool	Free plan	Paid from	Automated discovery	Column-level lineage	Impact analysis	Pipeline lineage	Deployment	Score
11	Cloudera Data Lineage (formerly Octopai)	No	—	Yes	Yes	Yes	Yes	Cloud	7.0
not scored	Alation Data Lineage	No	—	Yes	Yes	Yes	Yes	Hybrid	—
not scored	Informatica Cloud Data Governance and Catalog	No	—	Yes	Yes	Yes	Yes	Hybrid	—
not scored	Talend Data Catalog	—	—	Yes	Yes	Yes	Yes	Hybrid	—
4	DataHub Cloud	No	—	Yes	Yes	Yes	Yes	Cloud	7.0
not scored	OpenMetadata	—	None	Yes	Yes	Yes	Yes	Hybrid	—
not scored	BigID Data Intelligence Platform	No	—	Yes	Yes	Yes	Yes	Hybrid	—
not scored	Collibra	—	—	—	—	—	—	—	—
not scored	Goava Data Lineage	—	—	Yes	Yes	Yes	Yes	Hybrid	—
9	DataGalaxy Data Product Marketplace	No	—	Yes	Yes	Yes	Yes	Hybrid	7.0
not scored	Qlik Catalog	—	—	Yes	Yes	Yes	Yes	Hybrid	—
not scored	Atlan Lakehouse	—	—	Yes	Yes	Yes	Yes	Cloud	—
not scored	data.world Data Catalog	—	—	Yes	Yes	Yes	Yes	Cloud	—
14	GKGoogle Cloud Knowledge Catalog	No	—	Yes	Yes	Yes	Yes	Cloud	8.0
15	Secoda	No	—	Yes	Yes	Yes	Yes	Hybrid	7.0
not scored	OvalEdge	—	—	Yes	Yes	Yes	Yes	Hybrid	—

Reviewed by iTechGuides Editors · Editorial team · Updated Sep 2026