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, SAP and others in BI (Business Intelligence) Tools."We were able to install it without any assistance from tech support."
"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."
"Easy to use components to create the job."
"I use the BI Server, CDE Dashboards, Saiku, and Kettle, because these tools are very good and highly experienced."
"The initial setup is pretty straightforward."
"The most valuable feature of Pentaho is the Tableau report."
"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."
"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."
"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."
"It is easy to use and has a huge community that I can rely on for help. Moreover, it is interactive."
"Scalability is not really a concern with RapidMiner. It scales very well and can be used in global implementations."
"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 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."
"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."
"Another concern is that Pentaho is not customizable or interactive."
"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."
"Pentaho Business Analytics' user interface is outdated."
"Logging capability is needed."
"The repository should be improved."
"We did not achieve the ROI. The work delivered to users had lesser value than the subscription cost."
"Version control would be a good addition."
"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."
"Improve the online data services."
"The product must provide data-cleaning features."
"I would appreciate improvements in automation and customization options to further streamline processes."
"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."
"In the Mexican or Latin American market, it's kind of pricey."
"I would like to see more integration capabilities."
"A great product but confusing in some way with regard to the user interface and integration with other tools."
"In terms of the UI and SaaS, the user interface with KNIME is more appealing than RapidMiner."
Pentaho Business Analytics is ranked 19th in BI (Business Intelligence) Tools with 42 reviews while RapidMiner is ranked 3rd in Predictive Analytics with 21 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 Databricks, Microsoft Power BI, KNIME, SAP Crystal Reports and Microsoft SQL Server Reporting Services, whereas RapidMiner is most compared with KNIME, Alteryx, Dataiku, Tableau and Microsoft Azure Machine Learning Studio.
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