We performed a comparison between KNIME and SAP Predictive Analytics based on real PeerSpot user reviews.
Find out what your peers are saying about Databricks, Microsoft, Alteryx and others in Data Science Platforms."The ETL which helps me to collect, reformat, and load the data from multiple sources into one destination, a storage database."
"I would rate the stability of KNIME a ten out of ten."
"Since KNIME is a no-code platform, it is easy to work with."
"All of the features related to the ETL are fantastic. That includes the connectors to other programs, databases, and the meta node function."
"Usability, and organising workflows in very neat manner. Controlling workflow through variables is something amazing."
"It's a huge tool with machine learning features as well."
"Automation is most valuable. It allows me to automatically download information from different sources, and once I create a workflow, I can apply it anytime I want. So, there is efficiency at the same time."
"The most useful features are the readily available extensions that speed up the work."
"The most valuable features are the analytics and reporting."
"I think the features of the actual ability to forecast and pull trends and correlations has been really good."
"It could be easier to use."
"KNIME can improve by adding more automation tools in the query, similar to UiPath or Blue Prism. It would make the data collection and cleanup duties more versatile."
"There are a lot of tools in the product and it would help if they were grouped into classes where you can select a function, rather than a specific tool."
"The ability to handle large amounts of data and performance in processing need to be improved."
"The program is not fit for handling very large files or databases (greater than 1GB); it gets too slow and has a tendency to crash easily."
"The license is quite expensive for us."
"From the point of view of the interface, they can do a little bit better."
"The dynamic column name feature could be improved. When attempting to automate processes involving columns, such as with companies, it becomes difficult to achieve the same result when we make changes."
"This solution works for acquired data but not live, real-time data."
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KNIME is ranked 4th in Data Science Platforms with 50 reviews while SAP Predictive Analytics is ranked 24th in Data Science Platforms. KNIME is rated 8.2, while SAP Predictive Analytics is rated 8.6. The top reviewer of KNIME writes "A low-code platform that reduces data mining time by linking script". On the other hand, the top reviewer of SAP Predictive Analytics writes "Easy to implement, good data forecasting and reporting". KNIME is most compared with RapidMiner, Microsoft Power BI, Alteryx, Dataiku and Weka, whereas SAP Predictive Analytics is most compared with IBM Watson Studio, Microsoft Azure Machine Learning Studio, IBM SPSS Modeler, Domino Data Science Platform and Alteryx.
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