41 Ratings
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Score 6.5 out of 100
23 Ratings
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Score 8.6 out of 100

Likelihood to Recommend

Cloudera Enterprise Data Hub

Cloudera Enterprise offers the right mix of components to build a robust data platform which supports both reporting and analytics which can deal with all sorts of data.
Rakesh Neelavar Rao | TrustRadius Reviewer

Databricks Unified Analytics Platform

Databricks has helped my teams write PySpark and Spark SQL jobs and test them out before formally integrating them in Spark jobs. Through Databricks we can create parquet and JSON output files. Datamodelers and scientists who are not very good with coding can get good insight into the data using the notebooks that can be developed by the engineers.
Anonymous | TrustRadius Reviewer

Feature Rating Comparison

Platform Connectivity

Cloudera Enterprise Data Hub
Databricks Unified Analytics Platform
8.3
Connect to Multiple Data Sources
Cloudera Enterprise Data Hub
Databricks Unified Analytics Platform
9.0
Extend Existing Data Sources
Cloudera Enterprise Data Hub
Databricks Unified Analytics Platform
9.0
Automatic Data Format Detection
Cloudera Enterprise Data Hub
Databricks Unified Analytics Platform
7.0

Data Exploration

Cloudera Enterprise Data Hub
Databricks Unified Analytics Platform
6.0
Visualization
Cloudera Enterprise Data Hub
Databricks Unified Analytics Platform
6.0
Interactive Data Analysis
Cloudera Enterprise Data Hub
Databricks Unified Analytics Platform
6.0

Data Preparation

Cloudera Enterprise Data Hub
Databricks Unified Analytics Platform
8.0
Interactive Data Cleaning and Enrichment
Cloudera Enterprise Data Hub
Databricks Unified Analytics Platform
8.0
Data Transformations
Cloudera Enterprise Data Hub
Databricks Unified Analytics Platform
9.0
Data Encryption
Cloudera Enterprise Data Hub
Databricks Unified Analytics Platform
7.0
Built-in Processors
Cloudera Enterprise Data Hub
Databricks Unified Analytics Platform
8.0

Platform Data Modeling

Cloudera Enterprise Data Hub
Databricks Unified Analytics Platform
8.3
Multiple Model Development Languages and Tools
Cloudera Enterprise Data Hub
Databricks Unified Analytics Platform
9.0
Automated Machine Learning
Cloudera Enterprise Data Hub
Databricks Unified Analytics Platform
8.0
Single platform for multiple model development
Cloudera Enterprise Data Hub
Databricks Unified Analytics Platform
9.0
Self-Service Model Delivery
Cloudera Enterprise Data Hub
Databricks Unified Analytics Platform
7.0

Model Deployment

Cloudera Enterprise Data Hub
Databricks Unified Analytics Platform
7.5
Flexible Model Publishing Options
Cloudera Enterprise Data Hub
Databricks Unified Analytics Platform
7.0
Security, Governance, and Cost Controls
Cloudera Enterprise Data Hub
Databricks Unified Analytics Platform
8.0

Pros

Cloudera Enterprise Data Hub

  • One of the oldest distributors of enterprise standard Hadoop.
  • Distribution is based on open source Hadoop even though customizations are done on top of that.
  • Faster updates and bug fixes to the products as they have Apache committers.
  • Central configuration and control of your Hadoop platform (but still needs improvements).
Anonymous | TrustRadius Reviewer

Databricks Unified Analytics Platform

  • Extremely Flexible in Data Scenarios
  • Fantastic Performance
  • DB is always updating the system so we can have latest features.
Anonymous | TrustRadius Reviewer

Cons

Cloudera Enterprise Data Hub

  • As any new technology, difficult to hire resources who know the solution specially in APJC to help with Lab and PoC activities.
Anonymous | TrustRadius Reviewer

Databricks Unified Analytics Platform

  • The navigation through which one would create a workspace is a bit confusing at first. It takes a couple minutes to figure out how to create a folder and upload files since it is not the same as traditional file systems such as box.com
  • Also, when you create a table, if you forgot to copy the link where the table is stored, it is hard to relocate it. Most of the time I would have to delete the table and re-created.
Ann Le | TrustRadius Reviewer

Likelihood to Renew

Cloudera Enterprise Data Hub

Cloudera Enterprise Data Hub 8.2
Based on 7 answers
Cloudera is expanding with varied range of products and it looks to me as a challenging company and very competitive in the Big Data market. I would recommend to using the latest stable version as new features are added with each version and different bugs are fixed. As Big data is a constantly evolving so trying new Cloudera products helps businesses to stay competitive in the market domain as every big organization is now trying to move to Big Data.
Anonymous | TrustRadius Reviewer

Databricks Unified Analytics Platform

No score
No answers yet
No answers on this topic

Usability

Cloudera Enterprise Data Hub

No score
No answers yet
No answers on this topic

Databricks Unified Analytics Platform

Databricks Unified Analytics Platform 9.0
Based on 1 answer
This has been very useful in my organization for shared notebooks, integrated data pipeline automation and data sources integrations. Integration with AWS is seamless. Non tech users can easily learn how to use Databricks. You can have your company LDAP connect to it for login based access controls to some extent
Anonymous | TrustRadius Reviewer

Alternatives Considered

Cloudera Enterprise Data Hub

I have not evaluated any similar products, and in fact, don't know of any direct competitor. Amazon's Redshift has a similar spirit.
Lois Garcia, GSEC | TrustRadius Reviewer

Databricks Unified Analytics Platform

Easier to set up and get started. Less of a learning curve.
Anonymous | TrustRadius Reviewer

Return on Investment

Cloudera Enterprise Data Hub

  • The tools in Cloudera Enterprise have enabled us to perform seamless upgrades and monitor the clusters
  • Investing in the support enables us to engage with Cloudera to get access to required patches and backports in case of bugs which helps with wider adoption of open source software in the enterprise.
  • Voice of the customer enabled us to put forth requests for new features across various components.
Rakesh Neelavar Rao | TrustRadius Reviewer

Databricks Unified Analytics Platform

  • Rapid growth of analytics within our company.
  • Cost model aligns with usage allowing us to make a reasonable initial investment and scale the cost as we realize the value.
  • Platform is easy to learn and Databricks provides excellent support and training.
  • Platform does not require a large DevOPs investment
Anonymous | TrustRadius Reviewer

Pricing Details

Cloudera Enterprise Data Hub

General

Free Trial
Free/Freemium Version
Yes
Premium Consulting/Integration Services
Entry-level set up fee?
No

Databricks Unified Analytics Platform

General

Free Trial
Free/Freemium Version
Premium Consulting/Integration Services
Entry-level set up fee?
No

Rating Summary

Likelihood to Recommend

Cloudera Enterprise Data Hub
7.8
Databricks Unified Analytics Platform
8.9

Likelihood to Renew

Cloudera Enterprise Data Hub
8.2
Databricks Unified Analytics Platform

Usability

Cloudera Enterprise Data Hub
Databricks Unified Analytics Platform
9.0

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