11 Ratings
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Score 8.8 out of 100
31 Ratings
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Score 8.2 out of 100

Likelihood to Recommend

SAP Predictive Analytics

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.
Josh Anderson | TrustRadius Reviewer

TIBCO Data Science (including Team Studio and Statistica)

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.
Thomas Young | TrustRadius Reviewer

Feature Rating Comparison

Platform Connectivity

SAP Predictive Analytics
TIBCO Data Science (including Team Studio and Statistica)
9.2
Connect to Multiple Data Sources
SAP Predictive Analytics
TIBCO Data Science (including Team Studio and Statistica)
9.3
Extend Existing Data Sources
SAP Predictive Analytics
TIBCO Data Science (including Team Studio and Statistica)
9.3
Automatic Data Format Detection
SAP Predictive Analytics
TIBCO Data Science (including Team Studio and Statistica)
9.3
MDM Integration
SAP Predictive Analytics
TIBCO Data Science (including Team Studio and Statistica)
9.1

Data Exploration

SAP Predictive Analytics
TIBCO Data Science (including Team Studio and Statistica)
9.2
Visualization
SAP Predictive Analytics
TIBCO Data Science (including Team Studio and Statistica)
9.1
Interactive Data Analysis
SAP Predictive Analytics
TIBCO Data Science (including Team Studio and Statistica)
9.2

Data Preparation

SAP Predictive Analytics
TIBCO Data Science (including Team Studio and Statistica)
8.9
Interactive Data Cleaning and Enrichment
SAP Predictive Analytics
TIBCO Data Science (including Team Studio and Statistica)
8.9
Data Transformations
SAP Predictive Analytics
TIBCO Data Science (including Team Studio and Statistica)
8.9
Data Encryption
SAP Predictive Analytics
TIBCO Data Science (including Team Studio and Statistica)
8.9
Built-in Processors
SAP Predictive Analytics
TIBCO Data Science (including Team Studio and Statistica)
9.1

Platform Data Modeling

SAP Predictive Analytics
TIBCO Data Science (including Team Studio and Statistica)
9.1
Multiple Model Development Languages and Tools
SAP Predictive Analytics
TIBCO Data Science (including Team Studio and Statistica)
9.1
Automated Machine Learning
SAP Predictive Analytics
TIBCO Data Science (including Team Studio and Statistica)
9.1
Single platform for multiple model development
SAP Predictive Analytics
TIBCO Data Science (including Team Studio and Statistica)
9.3
Self-Service Model Delivery
SAP Predictive Analytics
TIBCO Data Science (including Team Studio and Statistica)
9.1

Model Deployment

SAP Predictive Analytics
TIBCO Data Science (including Team Studio and Statistica)
9.1
Flexible Model Publishing Options
SAP Predictive Analytics
TIBCO Data Science (including Team Studio and Statistica)
9.1
Security, Governance, and Cost Controls
SAP Predictive Analytics
TIBCO Data Science (including Team Studio and Statistica)
9.1

Pros

SAP Predictive Analytics

  • 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.
Abdelhalim DADOUCHE | TrustRadius Reviewer

TIBCO Data Science (including Team Studio and Statistica)

  • 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!
Abigail Bowden | TrustRadius Reviewer

Cons

SAP Predictive Analytics

  • 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
Ali Kazempour | TrustRadius Reviewer

TIBCO Data Science (including Team Studio and Statistica)

  • 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
Steve Wagner | TrustRadius Reviewer

Likelihood to Renew

SAP Predictive Analytics

No score
No answers yet
No answers on this topic

TIBCO Data Science (including Team Studio and Statistica)

TIBCO Data Science (including Team Studio and Statistica) 6.4
Based on 1 answer
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.
Anonymous | TrustRadius Reviewer

Usability

SAP Predictive Analytics

SAP Predictive Analytics 6.0
Based on 1 answer
the UI is a bit dated and available as a desktop tool mostly.
Abdelhalim DADOUCHE | TrustRadius Reviewer

TIBCO Data Science (including Team Studio and Statistica)

No score
No answers yet
No answers on this topic

Support Rating

SAP Predictive Analytics

SAP Predictive Analytics 7.0
Based on 1 answer
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)
Abdelhalim DADOUCHE | TrustRadius Reviewer

TIBCO Data Science (including Team Studio and Statistica)

No score
No answers yet
No answers on this topic

Alternatives Considered

SAP Predictive Analytics

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.
Josh Anderson | TrustRadius Reviewer

TIBCO Data Science (including Team Studio and Statistica)

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
Randy Bartlett | TrustRadius Reviewer

Return on Investment

SAP Predictive Analytics

  • 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
Ali Kazempour | TrustRadius Reviewer

TIBCO Data Science (including Team Studio and Statistica)

  • 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.
Anonymous | TrustRadius Reviewer

Screenshots

SAP Predictive Analytics

Pricing Details

SAP Predictive Analytics

General

Free Trial
Free/Freemium Version
Premium Consulting/Integration Services
Entry-level set up fee?
No

TIBCO Data Science (including Team Studio and Statistica)

General

Free Trial
Yes
Free/Freemium Version
Premium Consulting/Integration Services
Entry-level set up fee?
No

Rating Summary

Likelihood to Recommend

SAP Predictive Analytics
9.1
TIBCO Data Science (including Team Studio and Statistica)
9.1

Likelihood to Renew

SAP Predictive Analytics
TIBCO Data Science (including Team Studio and Statistica)
6.4

Usability

SAP Predictive Analytics
6.0
TIBCO Data Science (including Team Studio and Statistica)

Support Rating

SAP Predictive Analytics
7.0
TIBCO Data Science (including Team Studio and Statistica)

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