RapidMiner vs TIBCO Statistica comparison

RapidMiner and TIBCO are both solutions in the Predictive Analytics category. RapidMiner is ranked #3 with an average rating of 8.3, while TIBCO is ranked #8 with an average rating of 8.0. RapidMiner holds a 16.6% mindshare in PA, compared to TIBCO’s 1.6% mindshare. Additionally, 95% of RapidMiner users are willing to recommend the solution, compared to 100% of TIBCO users who would recommend it.

RapidMiner

Read 22 RapidMiner reviews

983 Views
816 Comparison Views

95% willing to recommend

TIBCO Statistica

Read 1 TIBCO Statistica review

100 Views
69 Comparison Views

100% willing to recommend

RapidMiner

TIBCO Statistica

Comparison Buyer's Guide

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Executive Summary

We performed a comparison between RapidMiner and TIBCO Statistica based on real PeerSpot user reviews.

Find out what your peers are saying about Alteryx, SAP, RapidMiner and others in Predictive Analytics.

To learn more, read our detailed Predictive Analytics Report (Updated: January 2025).

Buyer's Guide

Predictive Analytics

January 2025

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Helped 832,138 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

RapidMiner

Ranking in Predictive Analytics

3rd

Ranking in Data Science Platforms

6th

Average Rating

8.6

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

No ranking in other categories

TIBCO Statistica

Ranking in Predictive Analytics

8th

Ranking in Data Science Platforms

21st

Average Rating

8.0

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of February 2025, in the Predictive Analytics category, the mindshare of RapidMiner is 16.6%, down from 20.7% compared to the previous year. The mindshare of TIBCO Statistica is 1.6%, up from 1.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Predictive Analytics

Featured Reviews

Rathnam Makam

Senior Technical Manager at a computer software company with 1,001-5,000 employees

A no-code tool that helps to build machine learning models

One challenge I encountered while implementing RapidMiner was the lack of documentation. Since there aren't as many users, finding resources to learn the tool was initially difficult. To overcome this hurdle, I believe RapidMiner could improve by providing more tutorials tailored for new users. I haven't explored the tool's latest version, so I'm unaware of the current features. However, I think it would be beneficial if they could enhance capabilities related to deep neural networks, provide better support for generating UI, and allow for importing and utilizing large language models.

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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

"It is easy to use and has a huge community that I can rely on for help. Moreover, it is interactive."

"It's helpful if you want to make informed decisions using data. We can take the information, tease out the attributes, and label everything. It's suitable for profiling and forecasting in any industry."

"We value the collaboration and governance features because it's a comprehensive platform that covers everything from data extraction to modeling operations in the ML language. RapidMiner is competitive in the ML space."

"The GUI capabilities of the solution are excellent. Their Auto ML model provides for even non-coder data scientists to deploy a model."

"The documentation for this solution is very good, where each operator is explained with how to use it."

"The solution is very intuitive and powerful."

"I like not having to write all solutions from code. Being able to drag and drop controls, enables me to focus on building the best model, without needing to search for syntax errors or extra libraries."

"What I like about RapidMiner is its all-in-one nature, which allows me to prepare, extract, transform, and load data within the same tool."

More RapidMiner pros

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

Cons

"In terms of the UI and SaaS, the user interface with KNIME is more appealing than RapidMiner."

"About twenty-five percent of my problems involve image processing, and I found RapidMiner lacking in this domain. While we work on OCR and similar tasks, RapidMiner hasn't been as engaged in that field as other models. Some other models also support email processing, but RapidMiner doesn't offer this feature."

"A great product but confusing in some way with regard to the user interface and integration with other tools."

"RapidMiner isn't cheap. It's a complete solution, but it's costly."

"If they could include video tutorials, people would find that quite helpful."

"The visual interface could use something like the-drag-and-drop features which other products already support. Some additional features can make RapidMiner a better tool and maybe more competitive."

"Many things in the interface look nice, but they aren't of much use to the operator. It already has lots of variables in there."

"The biggest problem, not from a platform process, but from an avoidance process, is when you work in a heavily regulated environment, like banking and finance. Whenever you make a decision or there is an output, you need to bill it as an avoidance to the investigator or to the bank audit team. If you made decisions within this machine learning model, you need to explain why you did so. It would better if you could explain your decision in terms of delivery. However, this is an issue with all ML platforms. Many companies are working heavily in this area to help figure out how to make it more explainable to the business team or the regulator."

More RapidMiner cons

"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

"I used an educational license for this solution, which is available free of charge."

"For the university, the cost of the solution is free for the students and teachers."

"Although we don't pay licensing fees because it is being used within the university, my understanding is that the cost is between $5,000 and $10,000 USD per year."

"I'm not fully aware of RapidMiner's price because we had licenses provided, but from my analysis, it's moderately priced, not too high or too low. It's worth the investment."

"The client only has to pay the licensing costs. There are not any maintenance or hidden costs in addition to the license."

Information not available

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Top Industries

By visitors reading reviews

University

12%

Computer Software Company

10%

Financial Services Firm

10%

Educational Organization

10%

University

22%

Educational Organization

18%

Manufacturing Company

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

Questions from the Community

What do you like most about RapidMiner?

RapidMiner is a no-code machine learning tool. I can install it on my local machine and work with smaller datasets. It can also connect to databases, allowing me to build models directly on the dat...

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What is your experience regarding pricing and costs for RapidMiner?

I'm not fully aware of RapidMiner's price because we had licenses provided, but from my analysis, it's moderately priced, not too high or too low. It's worth the investment.

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What needs improvement with RapidMiner?

The product must provide data-cleaning features. I could not use RapidMiner for data cleaning in one of my projects and had to use Python instead.

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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.

See all answers

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...

See all answers

Comparisons

KNIME vs RapidMiner

Compared 51% of the time

Dataiku vs RapidMiner

Compared 16% of the time

Alteryx vs RapidMiner

Compared 8% of the time

Tableau vs RapidMiner

Compared 8% of the time

Microsoft Azure Machine Learning Studio vs RapidMiner

Compared 4% of the time

More RapidMiner Competitors

IBM SPSS Statistics vs TIBCO Statistica

Compared 69% of the time

TIBCO Data Science vs TIBCO Statistica

Compared 19% of the time

SAS Predictive Analytics vs TIBCO Statistica

Compared 12% of the time

More TIBCO Statistica Competitors

Product Reports

Buyer's Guide

RapidMiner

January 2025

Download RapidMiner product report

Buyer's Guide

Predictive Analytics

January 2025

Download TIBCO Statistica product report

Also Known As

No data available

Quest Statistica, Dell Statistica

Overview

RapidMiner's unified data science platform accelerates the building of complete analytical workflows - from data prep to machine learning to model validation to deployment - in a single environment, improving efficiency and shortening the time to value for data science projects.

RapidMiner

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

PayPal, Deloitte, eBay, Cisco, Miele, Volkswagen

Danske Bank

Find out what your peers are saying about Alteryx, SAP, RapidMiner and others in Predictive Analytics. Updated: January 2025.

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