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."It provides very fast problem solving and I don't need to do much coding in it. I just drag and drop."
"KNIME is easy to learn."
"There are a lot of connectors available in KNIME."
"The ETL which helps me to collect, reformat, and load the data from multiple sources into one destination, a storage database."
"All of the features related to the ETL are fantastic. That includes the connectors to other programs, databases, and the meta node function."
"It can handle an unlimited amount of data, which is the advantage of using Knime."
"We can deploy the solution in a cluster as well."
"I've never had any problems with stability."
"I think the features of the actual ability to forecast and pull trends and correlations has been really good."
"The most valuable features are the analytics and reporting."
"There should be better documentation and the steps should be easier."
"KNIME's licensing and data management aren't as straightforward relative to Alteryx. Alteryx's tools are more sophisticated, so you need fewer to use it compared to KNIME. I think tab implementation could be easier, too."
"I would prefer to have more connectivity."
"It's difficult to provide input on the improvement area because it's more of self-learning. However, there are times when I am not able to do certain things. I don't know if it's because the solution doesn't allow me or if it's because of the lack of knowledge."
"They could add more detailed examples of the functionality of every node, how it works and how we can use it, to make things easier at the beginning."
"KNIME could improve when it comes to large data markets."
"Compared to the other data tools on the market, the user interface can be improved."
"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."
"This solution works for acquired data but not live, real-time data."
Earn 20 points
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, Weka and Dataiku Data Science Studio, 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.
See our list of best Data Science Platforms vendors.
We monitor all Data Science Platforms reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.