RapidMiner vs TIBCO Data Science comparison

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RapidMiner Logo
5,712 views|4,582 comparisons
TIBCO Logo
509 views|395 comparisons
Comparison Buyer's Guide
Executive Summary

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

Find out what your peers are saying about Databricks, Microsoft, Alteryx and others in Data Science Platforms.
To learn more, read our detailed Data Science Platforms Report (Updated: March 2024).
765,234 professionals have used our research since 2012.
Featured Review
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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
"The GUI capabilities of the solution are excellent. Their Auto ML model provides for even non-coder data scientists to deploy a model.""The most valuable features are the Binary classification and Auto Model.""RapidMiner for Windows is an excellent graphical tool for data science.""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 best part of RapidMiner is efficiency.""The most valuable feature of RapidMiner is that it can read a large number of file formats including CSV, Excel, and in particular, SPSS.""The documentation for this solution is very good, where each operator is explained with how to use it.""Using the GUI, I can have models and algorithms drag and drop nodes."

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"The most valuable feature is the performance.""The most valuable feature is the ease of setting up visualizations.""We like the way we can drill down into each report to get back data on each project. From the portfolio level, I can see what is happening on it. That is a really important feature. I can look at indirect costs, for example, which are hitting each CIO portfolio. It's good to be able to see actual resources in terms of time as well as cost.""The idea that you don't have to generate reports each day but they are sent automatically is great."

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Cons
"Improve the online data services.""RapidMiner can improve deep learning by enhancing the features.""If they could include video tutorials, people would find that quite helpful.""A great product but confusing in some way with regard to the user interface and integration with other tools.""In the Mexican or Latin American market, it's kind of pricey.""The price of this solution should be improved.""It would be helpful to have some tutorials on communicating with Python.""I would appreciate improvements in automation and customization options to further streamline processes."

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"Additional templates would help to get things moving more quickly in terms of getting the reports out.""In terms of performance, I can see there are some issues when you are working with big data. When we are taking it from the Data Lake, we have a lot of issues.""I would like the visualization for the map of countries to be more easily configurable.""The scripting for customization could be improved."

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Pricing and Cost Advice
  • "I used an educational license for this solution, which is available free of charge."
  • "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."
  • "The client only has to pay the licensing costs. There are not any maintenance or hidden costs in addition to the license."
  • "For the university, the cost of the solution is free for the students and teachers."
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    Questions from the Community
    Top Answer:I've been using a lot of components from the Strategic Extension and Python Extension.
    Top Answer:I would like to see more integration capabilities.
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    Ranking
    10th
    Views
    5,712
    Comparisons
    4,582
    Reviews
    4
    Average Words per Review
    344
    Rating
    8.3
    25th
    Views
    509
    Comparisons
    395
    Reviews
    0
    Average Words per Review
    0
    Rating
    N/A
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    Also Known As
    Alpine Data Chorus
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    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.

    TIBCO Spotfire Data Science is an enterprise big data analytics platform that can help your organization become a digital leader. The collaborative user-interface allows data scientists, data engineers, and business users to work together on data science projects. These cross-functional teams can build machine learning workflows in an intuitive web interface with a minimum of code, while still leveraging the power of big data platforms.

    Sample Customers
    PayPal, Deloitte, eBay, Cisco, Miele, Volkswagen
    Havas Media, Tipping Point Community, eviCore
    Top Industries
    REVIEWERS
    University46%
    Energy/Utilities Company8%
    Educational Organization8%
    Engineering Company8%
    VISITORS READING REVIEWS
    University11%
    Computer Software Company11%
    Educational Organization10%
    Manufacturing Company9%
    VISITORS READING REVIEWS
    Financial Services Firm18%
    Manufacturing Company15%
    Computer Software Company15%
    Pharma/Biotech Company10%
    Company Size
    REVIEWERS
    Small Business50%
    Midsize Enterprise20%
    Large Enterprise30%
    VISITORS READING REVIEWS
    Small Business20%
    Midsize Enterprise14%
    Large Enterprise67%
    VISITORS READING REVIEWS
    Small Business18%
    Midsize Enterprise10%
    Large Enterprise71%
    Buyer's Guide
    Data Science Platforms
    March 2024
    Find out what your peers are saying about Databricks, Microsoft, Alteryx and others in Data Science Platforms. Updated: March 2024.
    765,234 professionals have used our research since 2012.

    RapidMiner is ranked 10th in Data Science Platforms with 19 reviews while TIBCO Data Science is ranked 25th in Data Science Platforms. RapidMiner is rated 8.6, while TIBCO Data Science is rated 7.6. The top reviewer of RapidMiner writes "Easy to use, robust, and simple to deploy". On the other hand, the top reviewer of TIBCO Data Science writes "A straightforward initial setup and good reporting but needs better documentation". RapidMiner is most compared with KNIME, Alteryx, Dataiku Data Science Studio, Tableau and Microsoft Azure Machine Learning Studio, whereas TIBCO Data Science is most compared with TIBCO Statistica, MathWorks Matlab, Amazon SageMaker and Dataiku Data Science Studio.

    See our list of best Data Science Platforms vendors.

    We monitor all Data Science Platforms reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.