Cloudera Open Data Lakehouse vs IBM watsonx.data

Cloudera Open Data Lakehouse7.3Visit IBM watsonx.data7.1Visit

Higher score Cloudera Open Data Lakehouse #6 in Data Lakehouse Platforms 7.3/10 From $0.05 ✓ 4 of 4 features Visit Cloudera

vs

IBM watsonx.data #8 in Data Lakehouse Platforms 7.1/10 From $1 ✓ 4 of 4 features Try IBM watsonx.data

• Cloudera Open Data Lakehouse fits best

  Hybrid enterprise Iceberg deployments

• IBM watsonx.data fits best

  Hybrid lakehouse teams needing broad catalog support

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Side by side

Feature	Cloudera Open Data Lakehouse 7.3/10 Visit ↗	IBM watsonx.data 7.1/10 Visit ↗
At a glance
Editor score	7.3	7.1
Ranking	#6 in Data Lakehouse Platforms	#8 in Data Lakehouse Platforms
Best for	Hybrid enterprise Iceberg deployments	Hybrid lakehouse teams needing broad catalog support
Pricing model	Paid	Paid
Starting price	Not published	Not published
Free plan	—	—
Free trial	—	—
Deployment	Cloud, Self-hosted	Cloud, Self-hosted
Support	Email, Phone, Community, Docs	Tickets, Community, Docs
Integrations	6 integrations	8 integrations
Built for	Enterprise, Mid-market	Mid-market, Enterprise
Features Cloudera Open Data Lakehouse 4/4 · IBM watsonx.data 4/4
SQL analytics	✓	✓
ACID transactions	✓	✓
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	Supports Presto, Spark, and Iceberg, Hive, Hudi and Delta Lake catalogs Provides ACID transactions, governance, access controls and lineage Runs across SaaS, BYOC, on-premises and self-hosted environments
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	No free plan is available Pricing varies by deployment, region and resource configuration Streaming ingestion is experimental and not recommended for production
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 →	IBM watsonx.data is an open, hybrid data lakehouse platform for organizations connecting, querying, governing and optimizing data across cloud, multicloud, SaaS, client-managed VPC and on-premises environments. It separates compute,… Read the review →

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

• IBM watsonx.data — where it wins

  • Supports Presto, Spark, and Iceberg, Hive, Hudi and Delta Lake catalogs
  • Provides ACID transactions, governance, access controls and lineage
  • Runs across SaaS, BYOC, on-premises and self-hosted environments

  Where it doesn't

  • No free plan is available
  • Pricing varies by deployment, region and resource configuration
  • Streaming ingestion is experimental and not recommended for production

• Cloudera Open Data Lakehouse7.3/10 · From $0.05

  A broad Iceberg lakehouse for hybrid enterprises that need governance, SQL, streaming, and ML.

  Visit ClouderaFull verdict →
• IBM watsonx.data7.1/10 · From $1

  A broad hybrid lakehouse for teams working across open catalogs, clouds and deployments.

  Try IBM watsonx.dataFull verdict →