Alteryx vs RapidMiner comparison

 

Comparison Buyer's Guide

Executive Summary
 

Categories and Ranking

Alteryx
Ranking in Predictive Analytics
1st
Ranking in Data Science Platforms
3rd
Average Rating
8.4
Number of Reviews
74
Ranking in other categories
Data Preparation Tools (1st)
RapidMiner
Ranking in Predictive Analytics
3rd
Ranking in Data Science Platforms
6th
Average Rating
8.6
Number of Reviews
22
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of June 2024, in the Predictive Analytics category, the mindshare of Alteryx is 26.7%, up from 25.8% compared to the previous year. The mindshare of RapidMiner is 20.0%, down from 23.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Predictive Analytics
Unique Categories:
Data Science Platforms
6.5%
Data Preparation Tools
31.6%
 

Q&A Highlights

AP
Nov 02, 2023
 

Featured Reviews

Victor Bethapudy - PeerSpot reviewer
Nov 21, 2023
Feature-rich ETL that condenses a number of functions into one tool
In terms of improvement, the transition from the desktop to the cloud can be challenging. While the desktop piece works seamlessly within the company's security architecture, when you load workflows onto the cloud, the same connections don't translate due to firewall issues. It would be beneficial if this transition could be made more seamless and straightforward for users. The solution is already feature-rich and doesn't require any improvements. Their current versions are ahead of the curve. Their machine learning and predictive modeling features place them at the forefront. Some advanced features are more than what's needed for our regular business purposes.
AA
Aug 30, 2023
Easy to use and has a huge community
RapidMiner interacts well with data. It is valuable, easy to use, and easy to look at, and that is awesome.  It is easy to use and has a huge community that I can rely on for help. Moreover, it is interactive.  In terms of the UI and SaaS, the user interface with KNIME is more appealing than…

Quotes from Members

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

Pros

"There are a lot of good customization capabilities."
"The filtering is fast, and it provides a search tool that is great."
"Predictive models, which are easy to use, and help a lot with fast design and deployment​."
"The GUI is simple and it integrates with Python."
"The scheduling within the solution is excellent."
"Alteryx has made us more agile and increased the speed and effectiveness of decision making."
"The most valuable feature of Alteryx is its unlimited handling capabilities."
"I like that I can merge data from different sources into one place."
"The solution is very intuitive and powerful."
"We value the collaboration and governance features because it's a comprehensive platform that covers everything from data extraction to modeling operations in the ML language. RapidMiner is competitive in the ML space."
"Using the GUI, I can have models and algorithms drag and drop nodes."
"It is easy to use and has a huge community that I can rely on for help. Moreover, it is interactive."
"RapidMiner for Windows is an excellent graphical tool for data science."
"The most valuable feature of RapidMiner is that it can read a large number of file formats including CSV, Excel, and in particular, SPSS."
"The most valuable feature is what the product sets out to do, which is extracting information and data."
"The most valuable feature of RapidMiner is that it is code free. It is similar to playing with Lego pieces and executing after you are finished to see the results. Additionally, it is easy to use and has interesting utilities when preparing the data. It has a utility to automatically launch a series of models and show the comparisons. When finished with the comparisons you can select the best one, and deploy it automatically."
 

Cons

"Alteryx's predictive data models are pretty average and can be improved."
"Even when it already includes some AI models, this area could be improved."
"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."
"A colleague of mind mentioned that the solution should have more options for the visualization of data."
"All of the reports are migrated or exported in an Excel file, and most of the time, a business intelligence tool is required. They could have better reporting. The aesthetic could be improved."
"There are no ready models to use in analytics."
"The interface could be improved."
"The GUI interface functions but it could stand to be updated to a more modern look and feel."
"The server product has been getting updated and continues to be better each release. When I started using RapidMiner, it was solid but not easy to set up and upgrade."
"I would appreciate improvements in automation and customization options to further streamline processes."
"RapidMiner can improve deep learning by enhancing the features."
"RapidMiner isn't cheap. It's a complete solution, but it's costly."
"The price of this solution should be improved."
"I would like to see all users have access to all of the deep learning models, and that they can be used easily."
"The product must provide data-cleaning features."
"Many things in the interface look nice, but they aren't of much use to the operator. It already has lots of variables in there."
 

Pricing and Cost Advice

"I rate the solution's pricing as a ten, as it is highly priced."
"Alteryx is an expensive solution."
"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."
"The desktop platform costs $5,000 per year. It's very costly."
"A designer and scheduler for $13K/year in total is pretty much earning you the money back in time and in other resources."
"The seat is too expensive."
"There is a license required for this solution."
"I don't know much about the licensing, but there are some additional costs for certain features."
"Although we don't pay licensing fees because it is being used within the university, my understanding is that the cost is between $5,000 and $10,000 USD per year."
"I used an educational license for this solution, which is available free of charge."
"The client only has to pay the licensing costs. There are not any maintenance or hidden costs in addition to the license."
"I'm not fully aware of RapidMiner's price because we had licenses provided, but from my analysis, it's moderately priced, not too high or too low. It's worth the investment."
"For the university, the cost of the solution is free for the students and teachers."
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Answers from the Community

AP
Nov 2, 2023
Nov 2, 2023
Of those three you should consider alteryx, it saves time in ETL a lot, Alteryx is better at handling large data sets tan Knime and RapidMiner. But please also consider Dataiku... Up to 3 users it's free ;o)
See 2 answers
TH
Apr 15, 2023
I'd suggest checking out the new Actable AI as well. It has a better AutoML and a lot more advanced features like Causal ML.
AltanAtabarut - PeerSpot reviewer
Nov 2, 2023
Of those three you should consider alteryx, it saves time in ETL a lot,  Alteryx is better at handling large data sets tan Knime and RapidMiner. But please also consider Dataiku... Up to 3 users it's free ;o)
 

Top Industries

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

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

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 directly if you want to know more.
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, R integrations if your team requires this. It can handle over 2 billion rows of...
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 the following: - An excellent desktop tool for Data Prep and analytics. - Featu...
What do you like most about RapidMiner?
RapidMiner is a no-code machine learning tool. I can install it on my local machine and work with smaller datasets. It can also connect to databases, allowing me to build models directly on the dat...
What needs improvement with RapidMiner?
One challenge I encountered while implementing RapidMiner was the lack of documentation. Since there aren't as many users, finding resources to learn the tool was initially difficult. To overcome t...
 

Comparisons

 

Overview

 

Sample Customers

AnalyticsIq Inc., belk, BloominBrands Inc., Cardinalhealth, Cineplex, Dairy Queen
PayPal, Deloitte, eBay, Cisco, Miele, Volkswagen
Find out what your peers are saying about Alteryx vs. RapidMiner and other solutions. Updated: May 2024.
789,291 professionals have used our research since 2012.