DataHub Cloud vs Atlan Lakehouse

DataHub Cloud8.4Visit Atlan Lakehouse7.9Visit

Higher score DataHub Cloud #4 in Machine Learning Data Catalog Software 8.4/10 Pricing on request ✓ 0 of 4 features Visit DataHub

vs

Atlan Lakehouse #7 in Machine Learning Data Catalog Software 7.9/10 Pricing on request ✓ 0 of 4 features Visit Atlan

• DataHub Cloud fits best

  Enterprise teams prioritizing lineage across their stack

• Atlan Lakehouse fits best

  Modern lakehouse metadata teams

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Side by side

Feature	DataHub Cloud 8.4/10 Visit ↗	Atlan Lakehouse 7.9/10 Visit ↗
At a glance
Editor score	8.4	7.9
Ranking	#4 in Machine Learning Data Catalog Software	#7 in Machine Learning Data Catalog Software
Best for	Enterprise teams prioritizing lineage across their stack	Modern lakehouse metadata teams
Pricing model	Paid	Paid
Starting price	—	Pricing on request
Free plan	—	Not checked yet
Free trial	—	—
Deployment	Cloud	Cloud
Platforms	Web	Web
Support	Tickets, Community, Docs	Docs
Compliance	SOC 2, SSO/SAML	SOC 2, ISO 27001, GDPR, HIPAA
Integrations	100+ integrations	12 integrations
Built for	Enterprise	Mid-market, Enterprise
Features DataHub Cloud 0/4 · Atlan Lakehouse 0/4
ML data lineage	Not checked yet	Not checked yet
Dataset versioning	Not checked yet	Not checked yet
Data quality checks	Not checked yet	Not checked yet
Access policy controls	Not checked yet	Not checked yet
Specs
ML asset coverage	Not checked yet	Not checked yet
Deployment	Cloud	Cloud
Our review
Pros	Automates lineage capture across connected data systems Shows column-level lineage using SQL parsing Maps upstream and downstream impact across data assets	Iceberg-native metadata storage with time-travel history Automated and column-level lineage with downstream impact analysis Connects to major warehouses, BI tools, and data platforms
Cons	Pricing is scoped to the use case and data environment Cloud deployment only Enterprise focus may not suit teams seeking a smaller-scale tool	Contact-sales pricing makes cost planning less direct Cloud deployment only Support channels are limited to documentation
Our verdict	DataHub Cloud is a managed data platform for enterprise data engineers, analysts, data scientists and governance teams working across complex data environments. It captures and visualizes lineage across databases, pipelines, data lakes,… Read the review →	Atlan Lakehouse—presented by Atlan as Context Lakehouse or Metadata Lakehouse—is a cloud-first platform for storing, managing, and serving enterprise data and AI context. It is aimed at data and governance teams, analysts, and AI… Read the review →

Strengths and trade-offs

• DataHub Cloud — where it wins

  • Automates lineage capture across connected data systems
  • Shows column-level lineage using SQL parsing
  • Maps upstream and downstream impact across data assets

  Where it doesn't

  • Pricing is scoped to the use case and data environment
  • Cloud deployment only
  • Enterprise focus may not suit teams seeking a smaller-scale tool

• Atlan Lakehouse — where it wins

  • Iceberg-native metadata storage with time-travel history
  • Automated and column-level lineage with downstream impact analysis
  • Connects to major warehouses, BI tools, and data platforms

  Where it doesn't

  • Contact-sales pricing makes cost planning less direct
  • Cloud deployment only
  • Support channels are limited to documentation

• DataHub Cloud8.4/10 · Pricing on request

  A managed catalog for tracing data lineage across warehouses, pipelines and BI.

  Visit DataHubFull verdict →
• Atlan Lakehouse7.9/10 · Pricing on request

  A cloud metadata platform with semantic search, lineage, and time-travel history.

  Visit AtlanFull verdict →