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Alteryx vs DataRobot vs Netcore Cloud 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

Predictive Analytics Market Share Distribution
ProductMarket Share (%)
Alteryx14.0%
Anaplan13.8%
SAP Analytics Cloud12.7%
Other59.5%
Predictive Analytics
Predictive Analytics Market Share Distribution
ProductMarket Share (%)
DataRobot8.1%
Alteryx14.0%
Anaplan13.8%
Other64.1%
Predictive Analytics
Customer Data Platforms (CDP) Market Share Distribution
ProductMarket Share (%)
Netcore Cloud1.6%
Hightouch12.5%
Segment11.4%
Other74.5%
Customer Data Platforms (CDP)
 

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.
FP
Improves our marketing efficiency in a consolidated platform, with features such as behavior-based email triggers
Interface and design consistency are my two significant cons for this platform. Like most, once you know the platform and its interface, you can be very successful. There is no difference here except that the design process between creating emails, pages, and forms all have their unique process. I believe it would improve user efficiency if the page and email creator, for instance, had a standard procedure and the same layout of tools. The platform has a lot of features with more coming, so you have to know where all the pieces are between the settings, marketing, and sales menu layout.

Quotes from Members

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

Pros

"I like the fact that you can easily blend data from different platforms."
"The initial setup is easy."
"It is one of the most complete and great customer service that I experienced with a software company/ecosystem."
"The ease-of-use allows non-technical business users to directly create their own solutions without the use of additional development resources."
"The support is very good."
"Alteryx makes it easy for the end customer to see clean data in a structured form."
"The most valuable feature of Alteryx is its performance. It is a powerful solution."
"The most valuable feature for me is integration."
"By automating highly technical aspects like model comparison, DataRobot enhances productivity and reduces project timelines from three months to less than one month."
"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."
"DataRobot can be easy to use."
"DataRobot is highly automated, allowing data scientists to build models easily."
"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."
"We can trigger emails and actions based on their behaviors, which is very beneficial."
 

Cons

"There could be a bit of improvement related to performance. Sometimes it demands a lot of resources for running it, like memory and search."
"Alteryx's predictive data models are pretty average and can be improved."
"There is currently no cloud solution and this would be valuable for many clients."
"In the database, it should be more functional and connect to more big data, especially using IPI."
"From a commercial standpoint, more options should be available for pricing. The licensing model needs to be specific."
"Licensing negotiations were problematic, affecting our product usage."
"When a process completes there is a notification, but the notification does not include the process's name."
"The server is too expensive for what you get and it really a designer desktop on a server."
"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."
"There are some performance issues."
"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."
"Generative AI has taken pace, and I would like to see how DataRobot assists in doing generative AI and large language models."
"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."
"Interface and design consistency are my two significant cons for this platform."
 

Pricing and Cost Advice

"A designer and scheduler for $13K/year in total is pretty much earning you the money back in time and in other resources."
"Its price should be lower. The key thing that we see is that talking about ROI is an important element at the time of purchase. Cost becomes a factor in every discussion. Justifying the ROI for these kinds of workflows is always a challenge, and the only way to counter the challenge is by addressing the pricing."
"My organization pays for it, and I do not look into the financial aspect of the licensing, but I know it is pretty expensive."
"Alteryx isn't extortionately expensive, but it's not cheap either."
"It's probably on the pricey side, but they provide some really useful ways to grow and test."
"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."
"There is a license required for this solution."
"There are some implementation services and internal effort costs at the beginning but there is nothing else."
"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."
"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."
"Based on the number of contacts we have, Smartech is more cost-effective than other solutions."
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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%
No data available
 

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...
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Also Known As

No data available
No data available
Netcore Smartech, Smartech
 

Overview

 

Sample Customers

AnalyticsIq Inc., belk, BloominBrands Inc., Cardinalhealth, Cineplex, Dairy Queen
Harmoney, Zidisha, ONE Marketing, DonorBureau, Trupanion, Avant
Goair, Koovs.com, Oxigen Wallet, SBI MF
Find out what your peers are saying about Alteryx, SAP, Altair and others in Predictive Analytics. Updated: September 2025.
869,095 professionals have used our research since 2012.