Most Helpful Review
Researched Alteryx but chose RapidMiner: Dedicated data science for enterprise-level data collection and analysis but the UI should be enhanced
We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
Alteryx has made us more agile and increased the speed and effectiveness of decision making.
The ease-of-use allows non-technical business users to directly create their own solutions without the use of additional development resources.
This is a drag-and-drop tool which is easy-to-use and yet can be customized by creating your own components.
The solution offers excellent predicting power. The accuracy and confidence have been great.
The product is very stable and super fast, five-star. It's significantly more stable than it's nearest competitor.
Alteryx is so advanced. It's just drag and drop.
Shortens 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.
Alteryx speeds up the time to obtain business answers/insights on data.
The best part of RapidMiner is efficiency.
Scalability is not really a concern with RapidMiner. It scales very well and can be used in global implementations.
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 GUI capabilities of the solution are excellent. Their Auto ML model provides for even non-coder data scientists to deploy a model.
The most valuable feature is what the product sets out to do, which is extracting information and data.
The most valuable features are the Binary classification and Auto Model.
RapidMiner is very easy to use.
The documentation for this solution is very good, where each operator is explained with how to use it.
The server is too expensive for what you get and it really a designer desktop on a server.
There is currently no cloud solution and this would be valuable for many clients.
The GUI interface functions but it could stand to be updated to a more modern look and feel.
The solution could work on the BI side of the tool to make it a bit better.
The only area where the product lags is documentation and videos on the analytical app and the batch macro.
It would be great if Alteryx could take third party tools and incorporate them.
Even when it already includes some AI models, this area could be improved.
It would be great to create the final users' visualization within Alteryx.
I think that they should make deep learning models easier.
The visual interface could use something like the-drag-and-drop features which other products already support. Some additional features can make RapidMiner a better tool and maybe more competitive.
It would be helpful to have some tutorials on communicating with Python.
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.
A great product but confusing in some way with regard to the user interface and integration with other tools.
RapidMiner would be improved with the inclusion of more machine learning algorithms for generating time-series forecasting models.
I would like to see all users have access to all of the deep learning models, and that they can be used easily.
The price of this solution should be improved.
Pricing and Cost Advice
We have a yearly cost that we pay for the licensing. We do not pay any costs in addition to the licensing fees.
The pricing is $5000 per year per production license.
Opt for the three year subscription. It is 20% less than the yearly one.
ROI is huge. There are some secondary benefits, like analysts getting their post 5 PM time back or the ability to shorten all closing processes to a half or less.
It is $4,000 a year, so it is cheap versus other solutions. It also accomplishes three times the volume on the job in the same time (as the other solutions).
It can be a bit pricey, especially after the first year.
The client only has to pay the licensing costs. There are not any maintenance or hidden costs in addition to the license.
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.
out of 27 in Predictive Analytics
Average Words per Review
out of 27 in Predictive Analytics
Average Words per Review
Compared 30% of the time.
Compared 10% of the time.
Compared 7% of the time.
Compared 35% of the time.
Compared 21% of the time.
Compared 5% of the time.
Alteryx is a self-service data analytics solution, that provides a platform that can prep, blend, and analyze all of your data, then deploy and share analytics in hours. It can automate time-consuming and manual data tasks while performing predictive, statistical, and spatial analytics in the same workflow. It uses a drag and drop tool with an intuitive user interface with no coding and programming required. Alteryx licenses are subscription-based and include all product updates and support to their customers.
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.
Learn more about Alteryx
Learn more about RapidMiner
|AnalyticsIq Inc., belk, BloominBrands Inc., Cardinalhealth, Cineplex, Dairy Queen||PayPal, Deloitte, eBay, Cisco, Miele, Volkswagen|
Software R&D Company14%
Non Tech Company14%
Software R&D Company28%
Financial Services Firm11%
Comms Service Provider11%
Software R&D Company21%
Comms Service Provider13%