9 Ratings
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Score 6.5 out of 100
29 Ratings
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Score 8.7 out of 100

Likelihood to Recommend

DataRobot

DataRobot is equipped to serve both cloud computing and on-premise work. Its comprehensive cloud module, channeled through Amazon sustains highly flexible machine learning programs. Lower than average costs are provided via cloud networking because there is no need to install hardware and the additional pricing that comes along with that. DataRobot assists in eliminating hassle by offering various methods of deployment in regard to predictive modeling. The program may not be appropriate for smaller startups of 20 or fewer employees, mainly because the exportable prediction code, and native batch scoring may not translate as well to a smaller firm.
Anonymous | 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

DataRobot
TIBCO Data Science (including Team Studio and Statistica)
9.3
Connect to Multiple Data Sources
DataRobot
TIBCO Data Science (including Team Studio and Statistica)
9.8
Extend Existing Data Sources
DataRobot
TIBCO Data Science (including Team Studio and Statistica)
9.5
Automatic Data Format Detection
DataRobot
TIBCO Data Science (including Team Studio and Statistica)
9.5
MDM Integration
DataRobot
TIBCO Data Science (including Team Studio and Statistica)
8.3

Data Exploration

DataRobot
TIBCO Data Science (including Team Studio and Statistica)
8.8
Visualization
DataRobot
TIBCO Data Science (including Team Studio and Statistica)
8.5
Interactive Data Analysis
DataRobot
TIBCO Data Science (including Team Studio and Statistica)
9.0

Data Preparation

DataRobot
TIBCO Data Science (including Team Studio and Statistica)
8.4
Interactive Data Cleaning and Enrichment
DataRobot
TIBCO Data Science (including Team Studio and Statistica)
7.8
Data Transformations
DataRobot
TIBCO Data Science (including Team Studio and Statistica)
8.3
Data Encryption
DataRobot
TIBCO Data Science (including Team Studio and Statistica)
8.3
Built-in Processors
DataRobot
TIBCO Data Science (including Team Studio and Statistica)
9.0

Platform Data Modeling

DataRobot
TIBCO Data Science (including Team Studio and Statistica)
9.1
Multiple Model Development Languages and Tools
DataRobot
TIBCO Data Science (including Team Studio and Statistica)
8.3
Automated Machine Learning
DataRobot
TIBCO Data Science (including Team Studio and Statistica)
9.3
Single platform for multiple model development
DataRobot
TIBCO Data Science (including Team Studio and Statistica)
9.8
Self-Service Model Delivery
DataRobot
TIBCO Data Science (including Team Studio and Statistica)
9.0

Model Deployment

DataRobot
TIBCO Data Science (including Team Studio and Statistica)
8.5
Flexible Model Publishing Options
DataRobot
TIBCO Data Science (including Team Studio and Statistica)
8.5
Security, Governance, and Cost Controls
DataRobot
TIBCO Data Science (including Team Studio and Statistica)
8.5

Pros

DataRobot

  • The interface is easy to use and self-service, with intuitive design.
  • The product is easy to use for data analysts and business users without having to be a data scientist, but if you are one the product is robust, so data scientists can also get some use.
  • All of the screens have explanations of all data points, models, and this makes it easy to provide explanations at the executive level and can easily modify models on the fly.
Jerry Gage-Anderson | 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

DataRobot

  • Oversold the capabilities.
  • Lack of strong signals in results.
  • Requires heavy engineering support for integration.
Shanna Tellerman | 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

DataRobot

DataRobot 10.0
Based on 1 answer
DataRobot presents a machine-learning platform designed by data scientists from an array of backgrounds, to construct and develop precise predictive modeling in a fraction of the time previously taken. The tech invloved addresses the critical shortage of data scientists by changing the speed and economics of predictive analytics. DataRobot utilizes parallel processing to evaluate models in R, Python, Spark MLlib, H2O and other open source databases. It searches for possible permutations and algorithms, features, transformation, processes, steps and tuning to yield the best models for the dataset and predictive goal.
Anonymous | TrustRadius Reviewer

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

Support Rating

DataRobot

DataRobot 5.3
Based on 2 answers
We were unable to make use of the software without a lot of investment on our side. While their team reaches out frequently the software is not designed for companies with smaller data sets and this should have been reviewed before the contract was signed and not after. Their team is available to support your existing team but they cannot make the software work if it's not applied to the right size data set or the right problems. I highly recommend uncovering these issues before signing a contract.
Shanna Tellerman | TrustRadius Reviewer

TIBCO Data Science (including Team Studio and Statistica)

No score
No answers yet
No answers on this topic

Alternatives Considered

DataRobot

No competition, especially with data enablement services offered through DataRobot. The self-service and intuitive screens with explanations can’t be beat in DataRobot.
Jerry Gage-Anderson | TrustRadius Reviewer

TIBCO Data Science (including Team Studio and Statistica)

I think TIBCO Data Science does two things better than these other software tools. First, TIBCO Data Science is perfect for exploratory analyses. It's suggested models are great, and the visualizations provide a nice look at the data before any modeling is done. Second, TIBCO Data Science works quite well with other software tools. The software seems like it is built for the advanced modeler.
Thomas Young | TrustRadius Reviewer

Return on Investment

DataRobot

  • DataRobot can run multiple experiments at the same time. This helps to minimize time spent on any given experiment.
  • DataRobot helps to get rid of bottlenecks by yielding various ways to enact completed models of prediction.
  • I consider the Return on Investment high. APIs for real-time scoring have saved us many dollars and time.
Anonymous | 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

Pricing Details

DataRobot

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

DataRobot
5.5
TIBCO Data Science (including Team Studio and Statistica)
9.1

Likelihood to Renew

DataRobot
10.0
TIBCO Data Science (including Team Studio and Statistica)
6.4

Support Rating

DataRobot
5.3
TIBCO Data Science (including Team Studio and Statistica)

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