Databricks Ai vs Cloudera Data Platform

Detailed comparison across 10 dimensions

Databricks AI and Cloudera Data Platform score closely across Staquest's six weighted dimensions, with no decisive overall winner. Databricks AI has a free tier; Cloudera Data Platform does not.

Quick Overview

Overview	Databricks AIEnterprise data lakehouse with built-in AI/ML.	Cloudera Data PlatformHybrid data platform for open lakehouse analytics and AI.
Type	ai tool	hybrid
Company	Databricks	Cloudera
Free Tier
Has API
Open Source
Learning Curve	-	-
Integration	-	-
Trending	Stable	Stable
GitHub Stars	-	-
Industries	-	Data & AnalyticsDevelopmentEducation & EdTechLegal & ComplianceAI & Machine Learning
Categories	-	data-engineering
Website	Visit	Visit

Dimension Scores

Winners by Dimension

Pricing Value

Cloudera Data Platform15% weight

Databricks Ai

5.0

Cloudera Data Platform

8.0

Features

Tie15% weight

Databricks Ai

3.0

Cloudera Data Platform

3.0

Free Tier

Databricks Ai10% weight

Databricks Ai

7.0

Cloudera Data Platform

2.0

Ease of Use

Tie10% weight

Databricks Ai

5.0

Cloudera Data Platform

5.0

Scalability

Cloudera Data Platform10% weight

Databricks Ai

4.0

Cloudera Data Platform

7.0

Integrations

Tie10% weight

Databricks Ai

8.0

Cloudera Data Platform

8.0

API Quality

Tie10% weight

Databricks Ai

6.0

Cloudera Data Platform

6.0

Momentum

Tie10% weight

Databricks Ai

3.0

Cloudera Data Platform

3.0

Community

Tie5% weight

Databricks Ai

3.0

Cloudera Data Platform

3.0

Open Source

Databricks Ai5% weight

Databricks Ai

7.0

Cloudera Data Platform

2.0

Pricing Comparison

Databricks AI

No pricing data available.

Cloudera Data Platform

Data Engineering

View pricing

usage based

Develop, schedule, monitor, and debug data pipelines
Streamline ETL

Data Warehouse

View pricing

usage based

Deploy data warehouses with secure, self-service access to data

Operational Database

View pricing

usage based

Develop applications with scalable, high-performance, and reliable storage

Machine Learning

View pricing

usage based

Collaborative ML workspaces with secure, self-service data access

Data Hub

View pricing

usage based

Manage clusters running Apache Spark, Hive, Impala, HBase, Phoenix, Kafka, Flink, etc.

Flow Management on Data Hub

View pricing

usage based

Ingest, transform, and manage streaming data (powered by Apache NiFi)

AI Workbench

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usage based

Provide collaborative AI workspaces with secure, self-service data access

AI Inference

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usage based

Deploy and manage models, including LLMs and generative AI

Observability Premium

View pricing

usage based

Monitor and optimize Cloudera deployments across hybrid cloud

Frequently asked questions

Does Databricks AI or Cloudera Data Platform have a free tier?

Databricks AI offers a free tier; Cloudera Data Platform does not currently list one.

Which is better for pricing value, Databricks AI or Cloudera Data Platform?

Cloudera Data Platform scores higher on pricing value in Staquest's analysis. It is the highest-weighted dimension in this comparison.

What are the main differences between Databricks AI and Cloudera Data Platform?

Databricks AI is open source. The feature comparison and dimension scores above cover the full breakdown.

View Databricks Ai View Cloudera Data Platform