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Head-to-head · Data Lineage Tools

Alation Data Lineage vs data.world Data Catalog

  • Updated Oct 2026
  • Both researched from official sources
  • 6 checks side by side
Higher score Alation Data Lineage #1 in Data Lineage Tools 9.2/10 Pricing on request ✓ 5 of 5 features Visit Alation
data.world Data Catalog #13 in Data Lineage Tools 8.0/10 Pricing on request ✓ 5 of 5 features Visit data.world

Alation Data Lineage leads on 0 checks, data.world Data Catalog on 0, and 6 are even. Who comes out ahead on the 6 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreAlation Data Lineage · 9.2/10

Alation Data Lineage scores higher on our rubric for data lineage tools: 9.2 against 8.0 out of 10; our editors rank them #1 and #13.

On deployment, Alation Data Lineage gives you Hybrid where data.world Data Catalog offers Cloud.

Alation Data Lineage is the better fit for governed lineage with BI traceability. data.world Data Catalog is the better fit for catalog-led lineage and discovery.

  • Alation Data Lineage fits best

    Governed lineage with BI traceability

  • data.world Data Catalog fits best

    Catalog-led lineage and discovery

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Side by side

Feature Alation Data Lineage 9.2/10 Visit ↗ data.world Data Catalog 8.0/10 Visit ↗
At a glance
Editor score 9.2 8.0
Ranking #1 in Data Lineage Tools #13 in Data Lineage Tools
Best for Governed lineage with BI traceability Catalog-led lineage and discovery
Pricing model Paid Paid
Starting price Pricing on request Pricing on request
Free plan — Not checked yet
Free trial — —
Deployment Cloud, Self-hosted Cloud
Platforms Web Web
Support Docs Docs
Compliance SOC 2, ISO 27001, HIPAA SOC 2, HIPAA, SSO/SAML
Integrations 120+ integrations 10 integrations
Built for Mid-market, Enterprise Mid-market, Enterprise
Features Alation Data Lineage 5/5 · data.world Data Catalog 5/5
Automated discovery ✓ ✓
Column-level lineage ✓ ✓
Impact analysis ✓ ✓
Pipeline lineage ✓ ✓
Report lineage ✓ ✓
Specs
Deployment Hybrid Cloud
Our review
Pros
  • Automates lineage discovery from metadata, query logs, and Compose queries
  • Traces table, column, pipeline, transformation, and BI report relationships
  • Adds governance context with policy, trust, and data-quality overlays
  • Knowledge graph connects assets, people, terms, systems, and lineage
  • Table-, column-, query-, pipeline-, and report-level lineage
  • Broad integrations plus AI-assisted catalog discovery
Cons
  • Pricing requires contacting sales and estimating ACU consumption
  • No free plan is available
  • Column transformations depend on supported connectors and BI SQL sources
  • Enterprise pricing requires contact with sales
  • Cloud catalog deployment may not suit cloud-avoidant teams
  • Its broad catalog scope may exceed focused lineage needs
Our verdict

Alation Data Lineage maps data flows, transformations, dependencies, and relationships across an organization’s data ecosystem. It is aimed at data teams, analysts, governance teams, and enterprise stakeholders that need to trace data…

Read the review →

data.world Data Catalog is a cloud-native catalog for enterprise data teams that need to discover, understand, govern, and collaborate around data. It connects data assets, people, business terms, systems, and lineage relationships through…

Read the review →
  1. Alation Data LineageData Lineage Tools 9.2Pricing on request
  2. data.world Data CatalogData Lineage Tools 8.0Pricing on request

Strengths and trade-offs

  • Alation Data Lineage — where it wins

    • Automates lineage discovery from metadata, query logs, and Compose queries
    • Traces table, column, pipeline, transformation, and BI report relationships
    • Adds governance context with policy, trust, and data-quality overlays

    Where it doesn't

    • Pricing requires contacting sales and estimating ACU consumption
    • No free plan is available
    • Column transformations depend on supported connectors and BI SQL sources

  • data.world Data Catalog — where it wins

    • Knowledge graph connects assets, people, terms, systems, and lineage
    • Table-, column-, query-, pipeline-, and report-level lineage
    • Broad integrations plus AI-assisted catalog discovery

    Where it doesn't

    • Enterprise pricing requires contact with sales
    • Cloud catalog deployment may not suit cloud-avoidant teams
    • Its broad catalog scope may exceed focused lineage needs
  • Alation Data Lineage9.2/10 · Pricing on request

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

    Visit AlationFull verdict →
  • data.world Data Catalog8.0/10 · Pricing on request

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

    Visit data.worldFull verdict →

More comparisons

All data lineage tools comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update