Alteryx vs RapidMiner comparison

Alteryx and RapidMiner are both solutions in the Predictive Analytics category. Alteryx is ranked #1 with an average rating of 8.4, while RapidMiner is ranked #3 with an average rating of 8.3. Alteryx holds a 23.1% mindshare in PA, compared to RapidMiner’s 16.6% mindshare. Additionally, 89% of Alteryx users are willing to recommend the solution, compared to 95% of RapidMiner users who would recommend it.

Alteryx

Read 81 Alteryx reviews

1,592 Views
1,023 Comparison Views

89% willing to recommend

RapidMiner

Read 22 RapidMiner reviews

1,010 Views
783 Comparison Views

95% willing to recommend

Alteryx

RapidMiner

Comparison Buyer's Guide

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Executive SummaryUpdated on Dec 5, 2024

Alteryx and RapidMiner compete in the data analytics category, each excelling in different areas. Alteryx has the upper hand in providing ease of use with no-code capabilities, while RapidMiner shines in offering a wide range of machine learning operators.

Features: Alteryx offers excellent no-code ease and superior data blending, supporting large datasets for seamless Tableau integration and workflow automation. RapidMiner stands out with its array of operator options, facilitating model building through a drag-and-drop interface and extensive machine learning algorithms for efficient analysis.

Room for Improvement: Alteryx could improve its visualization capabilities and enhance in-database tools and user interface for complex workflows. RapidMiner users suggest enhancements in GUI intuitiveness and expanding its machine learning algorithms, particularly for time-series forecasting, along with better integration with other platforms.

Ease of Deployment and Customer Service: Both Alteryx and RapidMiner offer on-premises and cloud deployment options. Alteryx is notable for its strong community support, reducing the need for frequent technical assistance, and responsive customer service. RapidMiner also provides flexible deployment and reliable support, backed by a robust user community.

Pricing and ROI: Alteryx is considered costly due to high licensing fees, yet users report significant ROI in terms of time savings and process efficiency. RapidMiner's freemium model offers budget-friendly access, allowing free use for datasets under 10,000 rows and catering to academic users. While both tools provide ROI, RapidMiner’s pricing is attractive for entry-level analytics solutions.

To learn more, read our detailed Alteryx vs. RapidMiner Report (Updated: February 2025).

Buyer's Guide

Alteryx vs. RapidMiner

February 2025

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Review summaries and opinions

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

Categories and Ranking

Alteryx

Ranking in Predictive Analytics

1st

Ranking in Data Science Platforms

4th

Average Rating

8.4

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Data Preparation Tools (1st)

RapidMiner

Ranking in Predictive Analytics

3rd

Ranking in Data Science Platforms

6th

Average Rating

8.6

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of February 2025, in the Predictive Analytics category, the mindshare of Alteryx is 23.1%, down from 26.2% compared to the previous year. The mindshare of RapidMiner is 16.6%, down from 20.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Predictive Analytics

Q&A Highlights

AshokPai

Consultant at World Media Group, LLC

Nov 02, 2023

Which solution provides the best ROI: KNIME, Alteryx or RapidMiner?

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.

See all answers

Featured Reviews

Theresa McLaughlin

Senior Capacity Planner at a financial services firm with 10,001+ employees

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.

Read full review

Rathnam Makam

Senior Technical Manager at a computer software company with 1,001-5,000 employees

A no-code tool that helps to build machine learning models

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 this hurdle, I believe RapidMiner could improve by providing more tutorials tailored for new users. I haven't explored the tool's latest version, so I'm unaware of the current features. However, I think it would be beneficial if they could enhance capabilities related to deep neural networks, provide better support for generating UI, and allow for importing and utilizing large language models.

Read full review

Quotes from Members

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

Pros

"The tools are built-in. You just plug and play, drag and drop, once you understand how to use the tools, it is easy."

"Once we got it in-house, I knew its value."

"The most valuable feature is user-friendliness, as Alteryx can be used by those without any coding experience or experienced data scientists as it has the functionality to embed R and Python scripts."

"The most valuable feature of Alteryx is its performance. It is a powerful solution."

"Alteryx has a good UI. We use it frequently in our projects. The tool comes with drag-and-drop features and is easy to understand for business needs. One situation where Alteryx's advanced analytics capabilities were particularly beneficial for us was during a forecasting project. Unlike Python, which requires coding, Alteryx simplifies the process significantly. With Alteryx, users can adjust parameters within the user interface without writing any code."

"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 significantly reduces the time spent searching for specific information."

More Alteryx pros

"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 data science, collaboration, and IDN are very, very strong."

"The solution is very intuitive and powerful."

"The best part of RapidMiner is efficiency."

"It's helpful if you want to make informed decisions using data. We can take the information, tease out the attributes, and label everything. It's suitable for profiling and forecasting in any industry."

"What I like about RapidMiner is its all-in-one nature, which allows me to prepare, extract, transform, and load data within the same tool."

"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 data stored there. RapidMiner offers a wider range of operators than other tools like Dataiku, making it a better option for my needs."

"Scalability is not really a concern with RapidMiner. It scales very well and can be used in global implementations."

More RapidMiner pros

Cons

"We can't browse multiple files. When we deploy a solution on a gallery, let's say I have ten different files, and I have to upload them all at once. This is something that's difficult in the gallery. So case by case, I see some downsides, but often we do something alternative."

"There are a few hiccups with specific data sets and languages or formats that the data comes in. That may be a minor problem, but we can work through it. We had some issues looking at XML format in added data, but it wasn't significant."

"Even when it already includes some AI models, this area could be improved."

"It's a technical product and those that don't have proper training will have to deal with a steep learning curve."

"When configuring target tables, it is difficult to see the full text when deciding on load operations."

"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."

"The pricing seems high for my current needs. However, considering the benefits, it is easier to justify to management for broader company usage."

"The solution can be made more affordable."

More Alteryx cons

"RapidMiner would be improved with the inclusion of more machine learning algorithms for generating time-series forecasting models."

"In terms of the UI and SaaS, the user interface with KNIME is more appealing than RapidMiner."

"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."

"I think that they should make deep learning models easier."

"The biggest problem, not from a platform process, but from an avoidance process, is when you work in a heavily regulated environment, like banking and finance. Whenever you make a decision or there is an output, you need to bill it as an avoidance to the investigator or to the bank audit team. If you made decisions within this machine learning model, you need to explain why you did so. It would better if you could explain your decision in terms of delivery. However, this is an issue with all ML platforms. Many companies are working heavily in this area to help figure out how to make it more explainable to the business team or the regulator."

"If they could include video tutorials, people would find that quite helpful."

"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."

"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 this hurdle, I believe RapidMiner could improve by providing more tutorials tailored for new users."

More RapidMiner cons

Pricing and Cost Advice

"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."

"The price for Alteryx Designer is reasonable but the price for Alteryx Server for universal collaborations is too expensive."

"The seat is too expensive."

"We have a yearly cost that we pay for the licensing. We do not pay any costs in addition to the licensing fees."

"It has a good price."

"It can be a bit pricey, especially after the first year."

"My organization pays for it, and I do not look into the financial aspect of the licensing, but I know it is pretty expensive."

"The desktop platform costs $5,000 per year. It's very costly."

More Alteryx pricing and cost advice

"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."

"The client only has to pay the licensing costs. There are not any maintenance or hidden costs in addition to the license."

"I used an educational license for this solution, which is available free of charge."

"For the university, the cost of the solution is free for the students and teachers."

"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."

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Answers from the Community

AshokPai

Consultant at World Media Group, LLC

Nov 2, 2023

Which solution provides the best ROI: KNIME, Alteryx or RapidMiner?

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.

See 2 answers

Trung Huynh

CTO, Founder at Actable AU

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.

Read full answer

AltanAtabarut

Solution Consulting, Growth, Analytics at Akinon

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 than Knime and RapidMiner. But please also consider Dataiku... Up to 3 users it's free ;o)

Read full answer

Top Industries

By visitors reading reviews

Financial Services Firm

24%

Manufacturing Company

10%

Computer Software Company

Healthcare Company

University

11%

Computer Software Company

11%

Financial Services Firm

10%

Educational Organization

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.

See all answers

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...

See all answers

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...

See all answers

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...

See all answers

What is your experience regarding pricing and costs for RapidMiner?

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.

See all answers

What needs improvement with RapidMiner?

The product must provide data-cleaning features. I could not use RapidMiner for data cleaning in one of my projects and had to use Python instead.

See all answers

Comparisons

KNIME vs Alteryx

Compared 16% of the time

Dataiku vs Alteryx

Compared 15% of the time

Databricks vs Alteryx

Compared 10% of the time

Tableau vs Alteryx

Compared 6% of the time

Microsoft Power BI vs Alteryx

Compared 4% of the time

More Alteryx Competitors

KNIME vs RapidMiner

Compared 51% of the time

Dataiku vs RapidMiner

Compared 16% of the time

Tableau vs RapidMiner

Compared 7% of the time

Microsoft Azure Machine Learning Studio vs RapidMiner

Compared 4% of the time

IBM SPSS Modeler vs RapidMiner

Compared 3% of the time

More RapidMiner Competitors

Product Reports

Buyer's Guide

Alteryx

February 2025

Download Alteryx product report

Buyer's Guide

RapidMiner

February 2025

Download RapidMiner product report

Overview

Alteryx can be used to speed up or automate your business processes and enables geospatial and predictive solutions. Its platform helps organizations answer business questions quickly and efficiently, and can be used as a major building block in a digital transformation or automation initiative. With Alteryx, you can build processes in a more efficient, repeatable, and less error-prone way. Unlike other tools, Alteryx is easy to use without an IT background. The platform is very robust and can be used in virtually any industry or functional area.

With Alteryx You Can:

Prep, blend, and analyze data
Deliver faster, better business outcomes
Automate analytics and data science
Embed intelligent decisioning
Deploy and share analytics in hours

Alteryx Features Include:

Some of the most valuable Alteryx features include:

Scalability, stability, flexibility, fast performance, no-code analytics, data processing, business logic wrapping, scheduling, ease of use, data blending from different platforms, geo-referencing, good customization capabilities, drag and drop functionality, intuitive user interface, connectors, machine learning, macros, simple GUI, integration with Python, good data transformation, good documentation, multiple database merging, and easy deployment.

Alteryx Can Be Used For:

Combining and manipulating data within spreadsheets: Alteryx can be used in situations where complex data manipulation occurs. It can handle large data quickly, and the process is much simpler to see and understand.
Database access and supplementing SQL development: Alteryx has several sets of database connectors and functions, including many functions that your average database does not. Alteryx can work with data from multiple databases or areas within a database. It allows users to filter, sort, calculate, etc. as they would commonly do in SQL or an ETL tool.
API, cloud, and hybrid access: Alteryx can read and write data in databases, files, REST APIs, and a myriad of other locations (with the correct permissions). When a workflow is published, you can also call a workflow through a REST API to start it.
Data science: Alteryx provides pre-built models that are extremely useful for data scientists who may have limited programming skills and also gives you the ability to add R or Python code directly within a workflow.
Geospatial analysis: Alteryx gives users drag-and-drop tools to geocode, plot, and map locations, customers, competitors, or anything that has a location (employee, truck, pipeline, etc.).
Reports and dashboards: Alteryx provides built-in tools that enable the building of reports and dashboards.

Alteryx Benefits

Some of the benefits of using Alteryx include
:

Saves time: Alteryx helps shorten the time required to start analyzing data and looking for insights, minimizing the tasks that do not add value to the business and maximizing the analysis phase.
Clear tool configurations: Alteryx provides simple and concise tool configurations that are quick and easy to set.
Excellent workflow compatibility.
Reduced development time: Alteryx has an extensive gallery of user-developed analytic applications that helps to reduce development time.
Fast data loading: Alteryx has tools that make it very effective when working with big data sets.
No-code, low-code analytic building blocks: You can prep, blend, and analyze data to enable highly configurable and repeatable workflows.
Machine learning: Alteryx allows you to quickly create properly trained algorithms that are ready to deploy.

Reviews from Real Users

"Automation is the most valuable aspect for us. The ability to wrap business logic around the data is very helpful." - Theresa M., Senior Capacity Planner at a financial services firm

"Alteryx has made us more agile and increased the speed and effectiveness of decision making." - Richard F., Director, Digital Experience & Media at Qdoba Restaurant Corporation

"The scheduling feature for the automation is excellent." - Data Analytics Engineer at a tech services company

"The product is very stable and super fast, five-star. It's significantly more stable than its nearest competitor." - Director at a non-tech company

“A complete solution with very good user experience and a nice user interface.” - Solutions Consultant at a tech services company

"There are a lot of good customization capabilities." - Advance Analytics PO at a pharma/biotech company

Alteryx

RapidMiner's unified data science platform accelerates the building of complete analytical workflows - from data prep to machine learning to model validation to deployment - in a single environment, improving efficiency and shortening the time to value for data science projects.

RapidMiner

Sample Customers

AnalyticsIq Inc., belk, BloominBrands Inc., Cardinalhealth, Cineplex, Dairy Queen

PayPal, Deloitte, eBay, Cisco, Miele, Volkswagen

Buyer's Guide

Alteryx vs. RapidMiner

February 2025

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