11 Ratings
<a href='https://www.trustradius.com/static/about-trustradius-scoring' target='_blank' rel='nofollow noopener'>trScore algorithm: Learn more.</a>
Score 9 out of 100
33 Ratings
<a href='https://www.trustradius.com/static/about-trustradius-scoring' target='_blank' rel='nofollow noopener'>trScore algorithm: Learn more.</a>
Score 8.4 out of 100

Feature Set Ratings

    Platform Connectivity

    SAP Predictive Analytics

    Feature Set Not Supported
    N/A
    9.1

    TIBCO Data Science (including Team Studio and Statistica)

    91%
    TIBCO Data Science (including Team Studio and Statistica) ranks higher in 4/4 features

    Connect to Multiple Data Sources

    N/A
    0 Ratings
    9.1
    91%
    4 Ratings

    Extend Existing Data Sources

    N/A
    0 Ratings
    9.1
    91%
    4 Ratings

    Automatic Data Format Detection

    N/A
    0 Ratings
    9.1
    91%
    4 Ratings

    MDM Integration

    N/A
    0 Ratings
    9.1
    91%
    4 Ratings

    Data Exploration

    SAP Predictive Analytics

    Feature Set Not Supported
    N/A
    9.1

    TIBCO Data Science (including Team Studio and Statistica)

    91%
    TIBCO Data Science (including Team Studio and Statistica) ranks higher in 2/2 features

    Visualization

    N/A
    0 Ratings
    9.1
    91%
    4 Ratings

    Interactive Data Analysis

    N/A
    0 Ratings
    9.1
    91%
    4 Ratings

    Data Preparation

    SAP Predictive Analytics

    Feature Set Not Supported
    N/A
    9.0

    TIBCO Data Science (including Team Studio and Statistica)

    90%
    TIBCO Data Science (including Team Studio and Statistica) ranks higher in 4/4 features

    Interactive Data Cleaning and Enrichment

    N/A
    0 Ratings
    9.1
    91%
    4 Ratings

    Data Transformations

    N/A
    0 Ratings
    9.1
    91%
    4 Ratings

    Data Encryption

    N/A
    0 Ratings
    8.9
    89%
    3 Ratings

    Built-in Processors

    N/A
    0 Ratings
    9.1
    91%
    4 Ratings

    Platform Data Modeling

    SAP Predictive Analytics

    Feature Set Not Supported
    N/A
    9.1

    TIBCO Data Science (including Team Studio and Statistica)

    91%
    TIBCO Data Science (including Team Studio and Statistica) ranks higher in 4/4 features

    Multiple Model Development Languages and Tools

    N/A
    0 Ratings
    9.1
    91%
    4 Ratings

    Automated Machine Learning

    N/A
    0 Ratings
    9.1
    91%
    4 Ratings

    Single platform for multiple model development

    N/A
    0 Ratings
    9.1
    91%
    4 Ratings

    Self-Service Model Delivery

    N/A
    0 Ratings
    9.1
    91%
    4 Ratings

    Model Deployment

    SAP Predictive Analytics

    Feature Set Not Supported
    N/A
    9.1

    TIBCO Data Science (including Team Studio and Statistica)

    91%
    TIBCO Data Science (including Team Studio and Statistica) ranks higher in 2/2 features

    Flexible Model Publishing Options

    N/A
    0 Ratings
    9.1
    91%
    4 Ratings

    Security, Governance, and Cost Controls

    N/A
    0 Ratings
    9.1
    91%
    4 Ratings

    Attribute Ratings

    • SAP Predictive Analytics and TIBCO Data Science (including Team Studio and Statistica) are tied in 1 area: Likelihood to Recommend

    Likelihood to Recommend

    9.0

    SAP Predictive Analytics

    90%
    3 Ratings
    9.0

    TIBCO Data Science (including Team Studio and Statistica)

    90%
    16 Ratings

    Likelihood to Renew

    SAP Predictive Analytics

    N/A
    0 Ratings
    6.4

    TIBCO Data Science (including Team Studio and Statistica)

    64%
    1 Rating

    Usability

    6.0

    SAP Predictive Analytics

    60%
    1 Rating

    TIBCO Data Science (including Team Studio and Statistica)

    N/A
    0 Ratings

    Support Rating

    7.0

    SAP Predictive Analytics

    70%
    2 Ratings

    TIBCO Data Science (including Team Studio and Statistica)

    N/A
    0 Ratings

    Likelihood to Recommend

    SAP

    It's a great tool to merge actual data analysis (which Lumira doesn't do that well) with visualization (which Lumira does well) - so it can be seen as Lumira for data analysts. However, a lot of the 'predictive' side is hidden/black box which can be frustrating for those analysts, so you could argue it is too complex for casual users, but too 'black box' for analysts.
    Read full review

    TIBCO Software Inc.

    If you have an analytics department, Data Science is perfect for making analyses quicker. Data Science works well for web querying, automating analyses, sharing advanced analyses with others, and performing lots of other advanced analytical processes. Data Science is not a good fit if the analytics you do is stuff that Excel can do. The software is powerful, with lots of features, and unless you actually plan on using those features, it's not worth paying for.
    Read full review

    Pros

    SAP

    • It doesn't require you to have a Ph.D. to build models!
    • You can use it to address a very large and wide dataset without worrying about sampling.
    • Automation is in the product DNA. You can prepare your data, ingest it into the "Kernel", then get insights about what was found, decide to publish it and schedule scoring tasks or model refresh in the same product.
    Read full review

    TIBCO Software Inc.

    • It has a great user interface, easy to navigate and learn on the fly.
    • There are lots of great options for data organization and analysis! Makes it a handy tool for presentations as well.
    • A collaborative ability is highly valued for my company where we often work from home or on site. Being able to share the data with those in the office so multiple people can look at it is a great tool!
    Read full review

    Cons

    SAP

    • Working with this software is very simple and enjoyable for me as [an] IT consultant and expert, but it is a bit complicated for novice users.
    • Some big data takes more time‌to load, which I think could be faster
    Read full review

    TIBCO Software Inc.

    • Unfortunately, some functionality is hidden per upgrade to other versions. Feel data mining functionality would be useful, but not budget for software. At the current price point, would have expected more (such as Mathematica breadth of functionality for one price).
    • It is light on optimization capability.
    • Slow when considering very large datasets, performing things such as distribution identification
    Read full review

    Pricing Details

    SAP Predictive Analytics

    Starting Price

    Editions & Modules

    SAP Predictive Analytics editions and modules pricing
    EditionModules

    Footnotes

      Offerings

      Free Trial
      Free/Freemium Version
      Premium Consulting/Integration Services

      Entry-level set up fee?

      No setup fee

      Additional Details

      TIBCO Data Science (including Team Studio and Statistica)

      Starting Price

      Editions & Modules

      TIBCO Data Science (including Team Studio and Statistica) editions and modules pricing
      EditionModules

      Footnotes

        Offerings

        Free Trial
        Free/Freemium Version
        Premium Consulting/Integration Services

        Entry-level set up fee?

        No setup fee

        Additional Details

        Likelihood to Renew

        SAP

        No answers on this topic

        TIBCO Software Inc.

        The company is hesitant to spend this much on software. They are primarily an engineering firm, and they don't understand the use of analytical software for environmental professionals.
        Read full review

        Usability

        SAP

        the UI is a bit dated and available as a desktop tool mostly.
        Read full review

        TIBCO Software Inc.

        No answers on this topic

        Support Rating

        SAP

        The documentation provides an explanation about what features are available but not necessarily what's happening behind the scenes. On the other side, the "community" has grown since the acquisition and most questions are properly addressed by SAP folks. Since the "product maintenance" mode announcement was made, there wasn't much new content published except on the Smart Predict side (which is built by the SAP Predictive Analytics team)
        Read full review

        TIBCO Software Inc.

        No answers on this topic

        Alternatives Considered

        SAP

        We have typically used Spotfire for data analysis but decided to move to SAP Business Objects due to its innate connection with SAP. I found Lumira to be good for visualizations but it is not meant for data analysis. Therefore, we have introduced Predictive Analytics to see if it can fill that gap. So far, it's been far less intuitive than Spotfire to get started, and as far as I am aware so far, it does not bring many additional capabilities. I do, however, like that it utilizes the Lumira look/feel and integrates very well.
        Read full review

        TIBCO Software Inc.

        I prefer Statistica's approach. It is more natural and fits the way I think. I prefer to use Statistica's VB for writing macros. It is real code, meaning that I do not need to trick the software to do what I need and there are no implied loops over solving simple problems. The graphs are publication quality and can be edited by hand or using a macro if I am building hundreds of them. Statistica had a user-friendly approach to building lengthy data processing streams (in its workspaces). It is just so fast for analyzing a dataset that you have never seen before and efficient for ongoing work on the same data
        Read full review

        Return on Investment

        SAP

        • Proper forecasting increases our credibility with partners and customers
        • Forecasting determines the amount of investment in each sector and reduces the cost of additional costs
        Read full review

        TIBCO Software Inc.

        • Our company has had the program for less than 1 year. We don't expected a positive return this year. The goal is for Data Science to led to defined projects by the end of the end of the year and implementation in the following two. Overall, we are planning on 4 years to fully recoup the cost of the software and the cost of implementing identified projects.
        Read full review

        Screenshots

        Add comparison