Databricks Data Intelligence Platform vs Cloudera Data Warehouse

Databricks Data Intelligence Platform9.3Visit Cloudera Data Warehouse8.4Visit

Higher score Databricks Data Intelligence Platform #1 in Ai Data Platforms 9.3/10 Free plan · 14-day trial Free planFree trial✓ 0 of 3 features Visit Databricks

vs

Cloudera Data Warehouse #8 in Ai Data Platforms 8.4/10 Paid ✓ 0 of 3 features Visit Cloudera

• Databricks Data Intelligence Platform fits best

  Mid-market and enterprise lakehouse teams

• Cloudera Data Warehouse fits best

  Enterprises running governed SQL warehouses

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Side by side

Feature	Databricks Data Intelligence Platform 9.3/10 Visit ↗	Cloudera Data Warehouse 8.4/10 Visit ↗
At a glance
Editor score	9.3	8.4
Ranking	#1 in Ai Data Platforms	#8 in Ai Data Platforms
Best for	Mid-market and enterprise lakehouse teams	Enterprises running governed SQL warehouses
Pricing model	Free plan + paid	Paid
Starting price	Free plan · 14-day trial	$0.07/unit usage-based
Free plan	✓ (best)	—
Free trial	14 days	—
Deployment	Cloud	Cloud, Self-hosted
Platforms	Web	Web
Support	Docs, Community	Docs, Community
Integrations	8 integrations	6 integrations
Built for	Mid-market, Enterprise	Enterprise
Features Databricks Data Intelligence Platform 0/3 · Cloudera Data Warehouse 0/3
Data governance	Not checked yet	Not checked yet
Data preparation	Not checked yet	Not checked yet
Vector search	Not checked yet	Not checked yet
Specs
Deployment options	Not checked yet	Not checked yet
Data connectors	Not checked yet	Not checked yet
Supported data types	Not checked yet	Not checked yet
Our review
Pros	Combines Delta Lake, SQL, batch and streaming, ETL, and machine learning. Unity Catalog covers data and AI governance. Includes AI/BI dashboards, Genie experiences, workflows, and deployment automation.	Federated SQL queries across disparate data sources Isolated virtual warehouses with workload-aware autoscaling AI assistance for SQL queries and visualization
Cons	Cloud deployment only. Usage-based pricing varies by cloud provider, region, product, and contract. Support channels are documentation and community.	No free plan; pricing is usage-based at $0.07 per CCU per hour Cloud rate excludes infrastructure, networking, and related provider costs Focused on warehousing rather than an end-to-end data platform
Our verdict	Databricks Data Intelligence Platform brings data engineering, SQL analytics, machine learning, AI applications, and governance into a cloud platform. Its scope suits mid-market and enterprise teams building a governed lakehouse,… Read the review →	Cloudera Data Warehouse is a cloud-native analytics service for organizations that need SQL querying, business intelligence, and high-concurrency workloads across enterprise data. It is aimed at enterprises running governed SQL warehouses,… Read the review →

Strengths and trade-offs

• Databricks Data Intelligence Platform — where it wins

  • Combines Delta Lake, SQL, batch and streaming, ETL, and machine learning.
  • Unity Catalog covers data and AI governance.
  • Includes AI/BI dashboards, Genie experiences, workflows, and deployment automation.

  Where it doesn't

  • Cloud deployment only.
  • Usage-based pricing varies by cloud provider, region, product, and contract.
  • Support channels are documentation and community.

• Cloudera Data Warehouse — where it wins

  • Federated SQL queries across disparate data sources
  • Isolated virtual warehouses with workload-aware autoscaling
  • AI assistance for SQL queries and visualization

  Where it doesn't

  • No free plan; pricing is usage-based at $0.07 per CCU per hour
  • Cloud rate excludes infrastructure, networking, and related provider costs
  • Focused on warehousing rather than an end-to-end data platform

• Databricks Data Intelligence Platform9.3/10 · Free plan · 14-day trial

  A broad lakehouse platform for teams combining data engineering, SQL, governance, and AI.

  Visit DatabricksFull verdict →
• Cloudera Data Warehouse8.4/10 · Paid

  A governed SQL warehouse with federated queries, isolated warehouses, and AI-assisted analysis.

  Visit ClouderaFull verdict →