Cloudera Data Science Workbench vs TIBCO Statistica comparison

Cloudera and TIBCO are both solutions in the Data Science Platforms category. Cloudera is ranked #23 with an average rating of 6.0, while TIBCO is ranked #22 with an average rating of 8.0. Cloudera holds a 1.2% mindshare in Data Science Platforms, compared to TIBCO’s 0.5% mindshare. Additionally, 66% of Cloudera users are willing to recommend the solution, compared to 100% of TIBCO users who would recommend it.

Cloudera Data Science Workb...

Read 2 Cloudera Data Science Workbench reviews

954 Views
340 Comparison Views

66% willing to recommend

TIBCO Statistica

Read 1 TIBCO Statistica review

533 Views
68 Comparison Views

100% willing to recommend

Cloudera Data Science Workb...

TIBCO Statistica

Comparison Buyer's Guide

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Executive Summary

We performed a comparison between Cloudera Data Science Workbench and TIBCO Statistica based on real PeerSpot user reviews.

Find out what your peers are saying about Databricks, Amazon Web Services (AWS), Knime and others in Data Science Platforms.

To learn more, read our detailed Data Science Platforms Report (Updated: June 2025).

Buyer's Guide

Data Science Platforms

June 2025

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Helped 856,856 peers since 2012

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Categories and Ranking

Cloudera Data Science Workb...

Ranking in Data Science Platforms

23rd

Average Rating

7.0

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

No ranking in other categories

TIBCO Statistica

Ranking in Data Science Platforms

22nd

Average Rating

8.0

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Predictive Analytics (8th)

Mindshare comparison

As of June 2025, in the Data Science Platforms category, the mindshare of Cloudera Data Science Workbench is 1.2%, down from 1.6% compared to the previous year. The mindshare of TIBCO Statistica is 0.5%, down from 0.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Science Platforms

Featured Reviews

Ismail Peer

Program Management Lead Advisor at Unionbank Philippines

Useful for data science modeling but improvement is needed in MLOps and pricing

If you don't configure CDSW well, then it might be not useful for you. Deploying the tool can vary in complexity, but most of the time, it's relatively simple and straightforward. Triggering a job from data to production is easy, as the platform automates the deployment process. However, ensuring optimal resource allocation is essential for smooth operations.

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reviewer2038860

Key Account Manager at a tech services company with 11-50 employees

Provides versatility in analysis and problem-solving

I use TIBCO Statistica for quality control, creating profile control charts, and employing basic statistical tools in production. Some clients prefer advanced options like neural networks and decision trees for more in-depth analysis. TIBCO Statistica helps us meet a range of statistical needs for…

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Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"I appreciate CDSW's ability to logically segregate environments, such as data, DR, and production, ensuring they don't interfere with each other. The deployment of machine learning is fast and easy to manage. Its API calls are also fast."

"The Cloudera Data Science Workbench is customizable and easy to use."

"One of the best features of TIBCO Statistica is its block-based solution building."

Cons

"Running this solution requires a minimum of 12GB to 16GB of RAM."

"The tool's MLOps is not good. It's pricing also needs to improve."

"TIBCO Statistica could improve by expanding its neural network capabilities to support multi-layer networks, addressing user demands for advanced tasks like image analysis."

Pricing and Cost Advice

"The product is expensive."

Information not available

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Top Industries

By visitors reading reviews

Financial Services Firm

33%

Healthcare Company

Manufacturing Company

Computer Software Company

Educational Organization

23%

University

17%

Hospitality Company

10%

Manufacturing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

Questions from the Community

What do you like most about Cloudera Data Science Workbench?

I appreciate CDSW's ability to logically segregate environments, such as data, DR, and production, ensuring they don't interfere with each other. The deployment of machine learning is fast and easy...

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What needs improvement with Cloudera Data Science Workbench?

The tool's MLOps is not good. It's pricing also needs to improve.

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What is your primary use case for Cloudera Data Science Workbench?

We have different use cases. Our banking use case uses machine learning to identify customer life events and recommend the best-suited card products. These machine-learning models are deployed in o...

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What do you like most about TIBCO Statistica?

One of the best features of TIBCO Statistica is its block-based solution building.

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What is your experience regarding pricing and costs for TIBCO Statistica?

TIBCO Statistica offers a basic desktop certificate at a reasonable cost. However, the more advanced options, like network licenses for concurrent users, can become quite expensive. This creates a ...

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What needs improvement with TIBCO Statistica?

TIBCO Statistica could improve by expanding its neural network capabilities to support multi-layer networks, addressing user demands for advanced tasks like image analysis. I also find the user int...

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Comparisons

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Compared 19% of the time

Google Cloud Datalab vs Cloudera Data Science Workbench

Compared 9% of the time

KNIME vs Cloudera Data Science Workbench

Compared 9% of the time

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IBM SPSS Statistics vs TIBCO Statistica

Compared 77% of the time

Altair RapidMiner vs TIBCO Statistica

Compared 23% of the time

More TIBCO Statistica Competitors

Product Reports

Buyer's Guide

Data Science Platforms

June 2025

Download Cloudera Data Science Workbench product report

Buyer's Guide

Predictive Analytics

May 2025

Download TIBCO Statistica product report

Also Known As

CDSW

Quest Statistica, Dell Statistica

Overview

Cloudera Data Science Workbench (CDSW) makes secure, collaborative data science at scale a reality for the enterprise and accelerates the delivery of new data products. With CDSW, organizations can research and experiment faster, deploy models easily and with confidence, as well as rely on the wider Cloudera platform to reduce the risks and costs of data science projects. Access any data anywhere – from cloud object storage to data warehouses, CDSW provides connectivity not only to CDH but the systems your data science teams rely on for analysis.

Cloudera

TIBCO Statistica is a flexible analytics system, which allows users to: create analytic workflows that are packaged and published to business users, explore interactively and visualize problems and create and deploy statistical, predictive, data mining, machine learning, forecasting, optimization, and text analytic models. TIBCO Statistica advanced analytics and data science platform helps you to Embed Analytics Everywhere. TIBCO Statistica capabilities: Predictive Analytics, Provide broad access and data preparation everywhere, including for databases, cloud, and Apache Hadoop sources. Native Distributed Analytical Architecture (NDAA), Real-time Big-data Answers, Security and governance and Statistica works with R, Python, Scala scripts in-database or at the edge.

TIBCO

Sample Customers

IQVIA, Rush University Medical Center, Western Union

Danske Bank

Buyer's Guide

Data Science Platforms

June 2025

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