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Head-to-head · Data Lakehouse Platforms

Cloudera Open Data Lakehouse vs AetherLake

  • Updated Oct 2026
  • Both researched from official sources
  • 5 checks side by side
Higher score Cloudera Open Data Lakehouse #7 in Data Lakehouse Platforms 8.4/10 Paid ✓ 4 of 4 features Visit Cloudera
AetherLake #18 in Data Lakehouse Platforms 7.3/10 Free plan Free plan✓ 3 of 4 features Visit AetherLake

Cloudera Open Data Lakehouse leads on 0 checks, AetherLake on 1, and 4 are even. Who comes out ahead on the 5 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreCloudera Open Data Lakehouse · 8.4/10
  • Free planonly AetherLake
  • Most featuresCloudera Open Data Lakehouse · 4 of 4

Cloudera Open Data Lakehouse scores higher on our rubric for data lakehouse platforms: 8.4 against 7.3 out of 10; our editors rank them #7 and #18.

AetherLake offers free plan; Cloudera Open Data Lakehouse doesn't.

Cloudera Open Data Lakehouse is the better fit for hybrid enterprise Iceberg deployments. AetherLake is the better fit for open-source end-to-end lakehouse stacks.

  • Cloudera Open Data Lakehouse fits best

    Hybrid enterprise Iceberg deployments

  • AetherLake fits best

    Open-source end-to-end lakehouse stacks

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 Cloudera Open Data Lakehouse 8.4/10 Visit ↗ AetherLake 7.3/10 Visit ↗
At a glance
Editor score 8.4 7.3
Ranking #7 in Data Lakehouse Platforms #18 in Data Lakehouse Platforms
Best for Hybrid enterprise Iceberg deployments Open-source end-to-end lakehouse stacks
Pricing model Paid Free
Starting price $0.05/unit usage-based Free plan
Free plan — ✓ (best)
Free trial — —
Deployment Cloud, Self-hosted Cloud, Self-hosted
Support Email, Phone, Community, Docs Docs
Compliance SOC 2, ISO 27001, GDPR, PCI DSS SSO/SAML
Integrations 6 integrations 15 integrations
Built for Enterprise, Mid-market Small business, Mid-market, Enterprise
Features Cloudera Open Data Lakehouse 4/4 · AetherLake 3/4
SQL analytics ✓ ✓
ACID transactions ✓ (best) Not checked yet
Streaming ingestion ✓ ✓
Governance catalog ✓ ✓
Specs
Storage model Both Both
Table format support Open Open
Our review
Pros
  • Apache Iceberg ACID tables with open catalog interoperability
  • Hybrid and multicloud deployment across cloud and on-premises environments
  • Governance, streaming, orchestration, SQL, and machine learning in one platform
  • Covers storage, cataloging, SQL, streaming, orchestration, BI, and identity
  • Supports MinIO, Amazon S3, and Azure Data Lake Storage Gen2
  • Includes a web control panel with SSO and role-based access control
Cons
  • No free plan; the product is paid
  • Pricing is component- and usage-based rather than package-based
  • The plan structure separates optimization from the on-premises base
  • Kubernetes and Helm are central to deployment and operations
  • The broad component set creates a substantial operating scope
  • BUSL-1.1 restricts commercial hosted or managed offerings
Our verdict

Cloudera Open Data Lakehouse combines data-lake flexibility with data-warehouse analytics for enterprise data teams. Built on Apache Iceberg, it supports SQL analytics with Hive and Impala, ACID transactions, streaming ingestion, data…

Read the review →

AetherLake is an open-source, Kubernetes-native data lakehouse platform for teams that want to deploy and operate a modular stack rather than assemble each service independently. It combines S3-compatible storage through MinIO or cloud…

Read the review →
  1. Cloudera Open Data LakehouseData Lakehouse Platforms 8.4Paid
  2. AetherLakeData Lakehouse Platforms 7.3Free plan

Strengths and trade-offs

  • Cloudera Open Data Lakehouse — where it wins

    • Apache Iceberg ACID tables with open catalog interoperability
    • Hybrid and multicloud deployment across cloud and on-premises environments
    • Governance, streaming, orchestration, SQL, and machine learning in one platform

    Where it doesn't

    • No free plan; the product is paid
    • Pricing is component- and usage-based rather than package-based
    • The plan structure separates optimization from the on-premises base

  • AetherLake — where it wins

    • Covers storage, cataloging, SQL, streaming, orchestration, BI, and identity
    • Supports MinIO, Amazon S3, and Azure Data Lake Storage Gen2
    • Includes a web control panel with SSO and role-based access control

    Where it doesn't

    • Kubernetes and Helm are central to deployment and operations
    • The broad component set creates a substantial operating scope
    • BUSL-1.1 restricts commercial hosted or managed offerings

More comparisons

All data lakehouse platforms comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update