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Alteryx vs DataRobot vs TIBCO Statistica comparison

 

Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Mindshare comparison

As of October 2025, in the Predictive Analytics category, the mindshare of Alteryx is 14.0%, down from 25.1% compared to the previous year. The mindshare of DataRobot is 8.1%, up from 7.8% compared to the previous year. The mindshare of TIBCO Statistica is 2.8%, up from 1.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Predictive Analytics Market Share Distribution
ProductMarket Share (%)
Alteryx14.0%
DataRobot8.1%
TIBCO Statistica2.8%
Other75.1%
Predictive Analytics
 

Featured Reviews

Theresa McLaughlin - PeerSpot reviewer
Quick development enables seamless data processing despite occasional support issues
There were times when the product would fail during development without an apparent reason. The support structure changed; initially, we received great support, however, it later became less reliable due to licensing issues and a tiered support system. Licensing negotiations were problematic, affecting our product usage. For instance, our licenses were temporarily lost during negotiations when an agreement couldn't be reached.
SagarYadav - PeerSpot reviewer
Automating model comparison speeds up development and reduces timelines
DataRobot is equipped with a GUI-based approach that simplifies the process of feature engineering and model training. It provides AutoML capabilities, which allow for comparing thousands of models and selecting the best-suited one based on business requirements. By automating highly technical aspects like model comparison, DataRobot enhances productivity and reduces project timelines from three months to less than one month.
reviewer2038860 - PeerSpot reviewer
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…

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"The analytics are easy​."
"The connectors are a very good feature."
"The scheduling feature for the automation is excellent."
"The feature that I have found most valuable for Alteryx is its geo-referencing feature, it is very good. I use it a lot, especially for supply chain."
"I like the fact that you can easily blend data from different platforms."
"It allows for manipulation and automation, which has greatly reduced the amount of time required per project."
"I believe that the ability to leverage the gallery for scalability, as well as the general data blending functionality, is most beneficial to our core-based users."
"Good data transformation."
"It's easy to do MLOps operations. It's a lot easier to manage jobs and see the logs if there's any drift in a model."
"We especially like the initial part of feature engineering, because feature engineering is included in most engines, but DataRobot has an excellent way of picking up the right features."
"DataRobot can be easy to use."
"DataRobot is highly automated, allowing data scientists to build models easily."
"By automating highly technical aspects like model comparison, DataRobot enhances productivity and reduces project timelines from three months to less than one month."
"One of the best features of TIBCO Statistica is its block-based solution building."
 

Cons

"There's a big jump in terms of pricing between license tiers. I'm not sure I understand why the price jumps are so high."
"There were times when the product would fail during development without an apparent reason."
"There are a few imputation techniques which they really need to include."
"Deep learning models are not currently supported."
"A feature which allows the user to be able to click on an output (in a file browser) and see the creation of the module would be fantastic."
"Mastering Alteryx, a comprehensive solution, takes time. However, once you have gained proficiency with its layout and how to drag, drop, and connect components, it becomes remarkably easy, yet still thorough."
"The GUI interface functions but it could stand to be updated to a more modern look and feel."
"The tool could include more native connectors, such as for global ERPs, instead of requiring additional fees for these connections."
"If we could include our existing Python or R code in DataRobot, we could make it even better. The DataRobot that we have is specific to an industry, but most of the time we would have our own algorithms, which are specific to our own use case. If we had a way by which we could integrate our proprietary things into DataRobot with a simple integration, it would help us a lot."
"Generative AI has taken pace, and I would like to see how DataRobot assists in doing generative AI and large language models."
"The business departments will love to work with DataRobot because they use the tool to investigate their data, such as targeting what they want to investigate. They don't need any data scientists near them. They can investigate at eye level and bring into the BI tool, or can bring it to the data scientist. Data scientists can use this tool to bring increase the solution to the maximum. All the others can use it, but not to the maximum."
"DataRobot is a UI-based tool, which means it cannot provide all the features I might manually implement through notebooks or Python. In this aspect, I see room for improvement in its functionality."
"There are some performance issues."
"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

"There are some implementation services and internal effort costs at the beginning but there is nothing else."
"It's very expensive. I'd rate it a four out of ten in terms of the price. It's great for big companies but not for small companies."
"I rate the solution's pricing as a ten, as it is highly priced."
"The license price of the solution is expensive."
"The price for Alteryx Designer is reasonable but the price for Alteryx Server for universal collaborations is too expensive."
"The price could be better."
"A designer and scheduler for $13K/year in total is pretty much earning you the money back in time and in other resources."
"If one is a high price, and ten is a low price, I rate the tool's price as a one. The tool is expensive."
"The price of DataRobot is good because if you take the price of the solution which is approximately $65,000, it is less than a data scientist. There are very few data scientists available."
"We dropped the plan to use DataRobot, because we found the pricing to be on the higher sise. We liked DataRobot a lot, but due to the pricing, we dropped that idea."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
23%
Manufacturing Company
9%
Computer Software Company
8%
Retailer
6%
Financial Services Firm
15%
Manufacturing Company
11%
Computer Software Company
10%
Retailer
8%
University
17%
Educational Organization
17%
Hospitality Company
9%
Computer Software Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business31
Midsize Enterprise15
Large Enterprise51
No data available
No data available
 

Questions from the Community

What is the Biggest Difference Between Alteryx and IBM SPSS Modeler?
One of the differences is that with Alteryx you can use it as an ETL and analytics tool. Please connect with me direc...
What is the Biggest Difference Between Alteryx and IBM SPSS Modeler?
Alteryx is an extremely easy and flexible data tool, flexible in terms of drag and drop toolset and also has python, ...
What is the Biggest Difference Between Alteryx and IBM SPSS Modeler?
I am not familiar with IBM SPSS Modeler, therefore, I cannot compare these two products. Regarding Alteryx I can say...
What needs improvement with DataRobot?
DataRobot is a UI-based tool, which means it cannot provide all the features I might manually implement through noteb...
What is your primary use case for DataRobot?
In our day-to-day use, I utilize DataRobot to speed up our development process through its GUI capability. Once I set...
What advice do you have for others considering DataRobot?
I would recommend DataRobot because if there is something not included in the UI, I have the freedom to use its Pytho...
What do you like most about TIBCO Statistica?
One of the best features of TIBCO Statistica is its block-based solution building.
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 ne...
What needs improvement with TIBCO Statistica?
TIBCO Statistica could improve by expanding its neural network capabilities to support multi-layer networks, addressi...
 

Also Known As

No data available
No data available
Quest Statistica, Dell Statistica
 

Overview

 

Sample Customers

AnalyticsIq Inc., belk, BloominBrands Inc., Cardinalhealth, Cineplex, Dairy Queen
Harmoney, Zidisha, ONE Marketing, DonorBureau, Trupanion, Avant
Danske Bank
Find out what your peers are saying about Alteryx, SAP, Altair and others in Predictive Analytics. Updated: September 2025.
869,202 professionals have used our research since 2012.