We performed a comparison between DataRobot and SAP Analytics Cloud based on real PeerSpot user reviews.
Find out what your peers are saying about Alteryx, RapidMiner, SAP and others in Predictive Analytics."It's easy to do MLOps operations. It's a lot easier to manage jobs and see the logs if there's any drift in a model."
"We especially like the initial part of feature engineering, because feature engineering is included in most engines, but DataRobot has an excellent way of picking up the right features."
"DataRobot can be easy to use."
"The most valuable features are on the application side, where you can design applications into your analytics on the platform."
"What my customers like best about SAP Analytics Cloud is the dashboard because it's pretty good."
"SAP Analytics Cloud is a very good tool. The feature that's most useful for me is the reporting as it can be done via Google Chrome. The solution is also very nice, user-friendly, and easy to build. It's very easy to use the features of SAP Analytics Cloud."
"The user interface is quite good for developing reports out of models."
"I like the predictive features of SAP. It's easy to use tools for an end-user."
"The ability to collaborate and plan together is great."
"In the data warehouse, you're free to make changes. You can make everything text, meaning it's always a string. Even numbers appear as text, giving you the flexibility to work with all columns."
"Visualization is quite seamless and awesome. Once the data messaging is set up, it's straightforward and simple to select how it should be displayed. So, that's another advantage of SAP."
"Generative AI has taken pace, and I would like to see how DataRobot assists in doing generative AI and large language models."
"If we could include our existing Python or R code in DataRobot, we could make it even better. The DataRobot that we have is specific to an industry, but most of the time we would have our own algorithms, which are specific to our own use case. If we had a way by which we could integrate our proprietary things into DataRobot with a simple integration, it would help us a lot."
"The business departments will love to work with DataRobot because they use the tool to investigate their data, such as targeting what they want to investigate. They don't need any data scientists near them. They can investigate at eye level and bring into the BI tool, or can bring it to the data scientist. Data scientists can use this tool to bring increase the solution to the maximum. All the others can use it, but not to the maximum."
"There is no direct connector from SAP to Redshift, so we are required to use a third-party product that was recommended by SAP."
"In the live connection model, we can't create calculated dimensions, however, in the import model we can create them."
"I expect more integration from SAP Analytics Cloud."
"SAP Analytics Cloud should improve the dashboard."
"It's lacking a bit in maturity and we find we can't run our business off it until it's improved."
"The general management of this solution could be improved. The graphics or icons could also be improved to allow them to integrate with other environments on the web."
"Custom visuals is another area of improvement. There are also some mobile features that are missing. There are features that aren't available on the mobile."
"AI doesn't work as well with SAP live connections."
Earn 20 points
DataRobot is ranked 5th in Predictive Analytics with 3 reviews while SAP Analytics Cloud is ranked 3rd in Predictive Analytics with 61 reviews. DataRobot is rated 8.6, while SAP Analytics Cloud is rated 8.0. The top reviewer of DataRobot writes "Easy to manage jobs and see the logs if there's any drift in a model, user-friendly, and the data munching is fast". On the other hand, the top reviewer of SAP Analytics Cloud writes "Good for reporting but needs to improve its predictive analytics features". DataRobot is most compared with Amazon SageMaker, RapidMiner, Microsoft Azure Machine Learning Studio and Datadog, whereas SAP Analytics Cloud is most compared with SAP BusinessObjects Business Intelligence Platform, Tableau, IBM Planning Analytics, Microsoft Power BI and Anaplan.
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We monitor all Predictive Analytics 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.
