We performed a comparison between Pentaho Business Analytics and RapidMiner based on real PeerSpot user reviews.
Find out what your peers are saying about Microsoft, Tableau, Oracle and others in BI (Business Intelligence) Tools."Easy to use components to create the job."
"Pentaho is an analytics platform that can be used when an organization has a lot of big data storage systems already installed and needs to manage and analyze that data. It has a specific use case for unstructured data, such as documents, and needs to be able to search and analyze it."
"The most valuable feature of Pentaho is the Tableau report."
"Pentaho Business Analytics' best features include the ease of developing data flows and the wide range of options to connect to databases, including those on the cloud."
"I use the BI Server, CDE Dashboards, Saiku, and Kettle, because these tools are very good and highly experienced."
"We were able to install it without any assistance from tech support."
"The initial setup is pretty straightforward."
"The best part of RapidMiner is efficiency."
"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."
"The most valuable feature is what the product sets out to do, which is extracting information and data."
"The data science, collaboration, and IDN are very, very strong."
"Scalability is not really a concern with RapidMiner. It scales very well and can be used in global implementations."
"It is easy to use and has a huge community that I can rely on for help. Moreover, it is interactive."
"RapidMiner is very easy to use."
"The documentation for this solution is very good, where each operator is explained with how to use it."
"We did not achieve the ROI. The work delivered to users had lesser value than the subscription cost."
"Deployment is not simple. It is not simple because we are dealing with a lot of data; we are dealing with a lot of storage. So, it's not a simple process."
"The repository should be improved."
"Pentaho, at the general level, should greatly improve the easy construction of its dashboards and easy integration of information from different sources without technical user intervention."
"Another concern is that Pentaho is not customizable or interactive."
"Logging capability is needed."
"Pentaho Business Analytics' user interface is outdated."
"Version control would be a good addition."
"In the Mexican or Latin American market, it's kind of pricey."
"RapidMiner isn't cheap. It's a complete solution, but it's costly."
"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."
"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."
"It would be helpful to have some tutorials on communicating with Python."
"In terms of the UI and SaaS, the user interface with KNIME is more appealing than RapidMiner."
"I would like to see all users have access to all of the deep learning models, and that they can be used easily."
"I would like to see more integration capabilities."
Pentaho Business Analytics is ranked 19th in BI (Business Intelligence) Tools with 42 reviews while RapidMiner is ranked 2nd in Predictive Analytics with 20 reviews. Pentaho Business Analytics is rated 8.0, while RapidMiner is rated 8.6. The top reviewer of Pentaho Business Analytics writes "Flexible, easy to understand, and simple to set up". On the other hand, the top reviewer of RapidMiner writes "A no-code tool that helps to build machine learning models ". Pentaho Business Analytics is most compared with Microsoft Power BI, Databricks, Microsoft SQL Server Reporting Services, SAP Crystal Reports and KNIME, whereas RapidMiner is most compared with KNIME, Alteryx, Dataiku, Tableau and Microsoft Azure Machine Learning Studio.
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