Cloudera Data Science Workbench vs. Rational BI

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Data Science Workbench
Score 6.7 out of 10
N/A
Cloudera Data Science Workbench enables secure self-service data science for the enterprise. It is a collaborative environment where developers can work with a variety of libraries and frameworks.N/A
Rational BI
Score 7.7 out of 10
Enterprise companies (1,001+ employees)
Rational BI provides analytics, data science and business intelligence in an analytical platform that connects to databases, data files and cloud drives including AWS and Azure data sources, enabling users to explore and visualize data. Users can build real-time notebook-style reports directly in a web browser with JavaScript and SQL with direct and live connections to data. Filter and query data with an SQL database embedded in the client, without network…
$0
single user
Pricing
Cloudera Data Science WorkbenchRational BI
Editions & Modules
No answers on this topic
Free
$0
single user
Professional
$129
single user
Enterprise
Varies
single user
Offerings
Pricing Offerings
Data Science WorkbenchRational BI
Free Trial
NoYes
Free/Freemium Version
NoYes
Premium Consulting/Integration Services
NoYes
Entry-level Setup FeeNo setup feeOptional
Additional DetailsAdditional cost per extra user (varies by edition)
More Pricing Information
Community Pulse
Cloudera Data Science WorkbenchRational BI
Top Pros
Top Cons
Features
Cloudera Data Science WorkbenchRational BI
Platform Connectivity
Comparison of Platform Connectivity features of Product A and Product B
Cloudera Data Science Workbench
7.5
2 Ratings
10% below category average
Rational BI
-
Ratings
Connect to Multiple Data Sources7.02 Ratings00 Ratings
Extend Existing Data Sources8.02 Ratings00 Ratings
Automatic Data Format Detection7.02 Ratings00 Ratings
MDM Integration8.02 Ratings00 Ratings
Data Exploration
Comparison of Data Exploration features of Product A and Product B
Cloudera Data Science Workbench
7.6
2 Ratings
11% below category average
Rational BI
-
Ratings
Visualization7.12 Ratings00 Ratings
Interactive Data Analysis8.02 Ratings00 Ratings
Data Preparation
Comparison of Data Preparation features of Product A and Product B
Cloudera Data Science Workbench
7.8
2 Ratings
4% below category average
Rational BI
-
Ratings
Interactive Data Cleaning and Enrichment7.02 Ratings00 Ratings
Data Transformations8.02 Ratings00 Ratings
Data Encryption8.02 Ratings00 Ratings
Built-in Processors8.02 Ratings00 Ratings
Platform Data Modeling
Comparison of Platform Data Modeling features of Product A and Product B
Cloudera Data Science Workbench
7.6
2 Ratings
10% below category average
Rational BI
-
Ratings
Multiple Model Development Languages and Tools8.02 Ratings00 Ratings
Automated Machine Learning7.01 Ratings00 Ratings
Single platform for multiple model development7.12 Ratings00 Ratings
Self-Service Model Delivery8.12 Ratings00 Ratings
Model Deployment
Comparison of Model Deployment features of Product A and Product B
Cloudera Data Science Workbench
8.0
2 Ratings
6% below category average
Rational BI
-
Ratings
Flexible Model Publishing Options8.12 Ratings00 Ratings
Security, Governance, and Cost Controls7.82 Ratings00 Ratings
BI Standard Reporting
Comparison of BI Standard Reporting features of Product A and Product B
Cloudera Data Science Workbench
-
Ratings
Rational BI
8.3
4 Ratings
1% below category average
Pixel Perfect reports00 Ratings7.63 Ratings
Customizable dashboards00 Ratings8.74 Ratings
Report Formatting Templates00 Ratings8.54 Ratings
Ad-hoc Reporting
Comparison of Ad-hoc Reporting features of Product A and Product B
Cloudera Data Science Workbench
-
Ratings
Rational BI
8.3
4 Ratings
4% above category average
Drill-down analysis00 Ratings7.73 Ratings
Formatting capabilities00 Ratings8.24 Ratings
Integration with R or other statistical packages00 Ratings8.03 Ratings
Report sharing and collaboration00 Ratings9.24 Ratings
Report Output and Scheduling
Comparison of Report Output and Scheduling features of Product A and Product B
Cloudera Data Science Workbench
-
Ratings
Rational BI
9.0
4 Ratings
7% above category average
Publish to Web00 Ratings9.03 Ratings
Publish to PDF00 Ratings9.04 Ratings
Report Versioning00 Ratings8.63 Ratings
Report Delivery Scheduling00 Ratings9.24 Ratings
Delivery to Remote Servers00 Ratings9.33 Ratings
Data Discovery and Visualization
Comparison of Data Discovery and Visualization features of Product A and Product B
Cloudera Data Science Workbench
-
Ratings
Rational BI
8.2
4 Ratings
2% above category average
Pre-built visualization formats (heatmaps, scatter plots etc.)00 Ratings8.24 Ratings
Location Analytics / Geographic Visualization00 Ratings8.33 Ratings
Predictive Analytics00 Ratings8.03 Ratings
Best Alternatives
Cloudera Data Science WorkbenchRational BI
Small Businesses
Jupyter Notebook
Jupyter Notebook
Score 9.0 out of 10
Supermetrics
Supermetrics
Score 9.0 out of 10
Medium-sized Companies
Mathematica
Mathematica
Score 8.2 out of 10
Mathematica
Mathematica
Score 8.2 out of 10
Enterprises
Posit
Posit
Score 9.6 out of 10
Sigma
Sigma
Score 9.4 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
Cloudera Data Science WorkbenchRational BI
Likelihood to Recommend
9.0
(3 ratings)
7.7
(4 ratings)
Usability
-
(0 ratings)
8.7
(4 ratings)
Support Rating
7.9
(2 ratings)
7.7
(4 ratings)
User Testimonials
Cloudera Data Science WorkbenchRational BI
Likelihood to Recommend
Cloudera
Organizations which already implemented on-premise Hadoop based Cloudera Data Platform (CDH) for their Big Data warehouse architecture will definitely get more value from seamless integration of Cloudera Data Science Workbench (CDSW) with their existing CDH Platform. However, for organizations with hybrid (cloud and on-premise) data platform without prior implementation of CDH, implementing CDSW can be a challenge technically and financially.
Read full review
Rational BI
Definitely well suited for small companies, but again many of their competitors are also well suited in this segment. We were in general happy with the solution provided, but I'm not blown away by their solution or support. If you want to get more data-driven visual boards with data displayed in nice graphics is in my opinion a good start, and here Rational BI delivers what it should.
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Pros
Cloudera
  • One single IDE (browser based application) that makes Scala, R, Python integrated under one tool
  • For larger organizations/teams, it lets you be self reliant
  • As it sits on your cluster, it has very easy access of all the data on the HDFS
  • Linking with Github is a very good way to keep the code versions intact
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Rational BI
  • Arrange data.
  • Dashboard.
  • Automatic reports.
Read full review
Cons
Cloudera
  • Installation is difficult.
  • Upgrades are difficult.
  • Licensing options are not flexible.
Read full review
Rational BI
  • Not seeing anything at this time, comprehensive product.
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Usability
Cloudera
No answers on this topic
Rational BI
Overall Rational BI is a valuable enterprise reporting tool for any data driven organization. It offers great depth and breadth of features for reporting and analytics that can lead to better business outcomes. Its easy to use and highly configurable to evolve to changing reporting needs of organizations of any scale.
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Support Rating
Cloudera
Cloudera Data Science Workbench has excellence online resources support such as documentation and examples. On top of that the enterprise license also comes with SLA on opening a ticket to Cloudera Services and support for complaint handling and troubleshooting by email or through a phone call. On top of that it also offers additional paid training services.
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Rational BI
I haven't used the support myself, but my colleagues have been satisfied with the support. As I have understood from my colleagues the support is as you could expect. Still, the documentation could be better and that could avoid the need to contact their support, but overall we're still happy with the support as well.
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Alternatives Considered
Cloudera
Both the tools have similar features and have made it pretty easy to install/deploy/use. Depending on your existing platform (Cloudera vs. Azure) you need to pick the Workbench. Another observation is that Cloudera has better support where you can get feedback on your questions pretty fast (unlike MS). As its a new product, I expect MS to be more efficient in handling customers questions.
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Rational BI
Rational BI allows a deeper data analysis with respect to the other software I experimented with. The velocity to perform the analysis is similar to the other one. The predictive analysis could be very useful, but at the moment I do not use it in my activities. Dashboards are nice and easy to understand.
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Return on Investment
Cloudera
  • Paid off for demonstration purposes.
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Rational BI
  • Allows folks to work on other items as reporting is done in the background.
  • Scheduling and delivery of reports with one click.
  • Single pane of management.
  • Ease of use.
Read full review
ScreenShots

Rational BI Screenshots

Screenshot of Modern Business IntelligenceScreenshot of Drag-and-drop InsightsScreenshot of Accessible for everyone, power when you need itScreenshot of Beautiful analytics on every screen and deviceScreenshot of Scheduled reporting: Broadcast your findings to everyoneScreenshot of Connect all your data no matter where it lives