DataRobot vs SAP Analytics Cloud comparison

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DataRobot Logo
1,297 views|516 comparisons
100% willing to recommend
SAP Logo
749 views|485 comparisons
90% willing to recommend
Comparison Buyer's Guide
Executive Summary

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.
To learn more, read our detailed Predictive Analytics Report (Updated: April 2024).
768,924 professionals have used our research since 2012.
Featured Review
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pros
"DataRobot can be easy to use.""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."

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"The solution is stable.""SAP Analytics Cloud is very easy to use, and you don't require much technology. It has a very good library and analytics. It is easy to configure and offers good visualization.""Real-time data makes for a single version of the truth.""Data integration is very good.""It is a comprehensive BI solution that provides reporting, planning, and predictive analytics in one solution. You don't have to buy three different products. It is very flexible. It can be implemented very quickly. It has a lot of out-of-the-box scenarios that you can use for quick deployment.""Technical support is helpful.""A robust solution.""The stories have really been helpful in looking at specific scenarios and analyzing trends over periods of time."

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Cons
"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.""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."

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"SAP could add more templates to the platform.""Improvements are coming quarterly whereas previously it was on a monthly basis.""Live Data Models are very slow and the setup can be improved, with tools such as Cloud Connector being inbuilt into SAP Analytics Cloud. Likewise, we need to write application code from scratch, rather than tweaking existing code, as we might with Excel macros. Moreover, when using responsive pages, the widgets get adjusted according to the mobile screen. As a result, when I place two or three KPI tiles, they can only be viewed tile-by-tile. We want to see the full dashboard on the mobile screen and zoom in to click on a particular section of the dashboard and go further into that. But displaying tile-by-tile makes it very annoying and the upper management using this dashboard might not be aware there are any more tiles to view.""An additional feature that needs to be added to SAP Analytics Cloud is exporting because right now, you can only export to PDF and PowerPoint. It would be good to have multiple export options, for example, to Excel and other apps. Pricing is an area for improvement in SAP Analytics Cloud, apart from exporting.""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.""Sometimes there are speed issues with big deletion data.""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.""In the live connection model, we can't create calculated dimensions, however, in the import model we can create them."

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Pricing and Cost Advice
  • "We dropped the plan to use DataRobot, because we found the pricing to be on the higher sise. We liked DataRobot a lot, but due to the pricing, we dropped that idea."
  • "The price of DataRobot is good because if you take the price of the solution which is approximately $65,000, it is less than a data scientist. There are very few data scientists available."
  • More DataRobot Pricing and Cost Advice →

  • "It is a bit expensive, but really worth it, especially if you are already using other SAP tools."
  • "It is not the most expensive one. You have to do the cost-of-ownership analysis and take a lot of things into consideration to come up with the conclusion that it is cheaper or not, but its price is reasonable. It provides value for money."
  • "It's quite expensive and costs a lot to maintain, especially with licensing."
  • "It's not that costly as such for the time being."
  • "Its licensing is on a monthly basis."
  • "Compute and storage features should be sold separately."
  • "Its pricing is okay as compared to its competitors."
  • "Its price is slightly on the higher side."
  • More SAP Analytics Cloud Pricing and Cost Advice →

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    Top Answer:Tableau is easy to set up and maintain. In about a day it is possible for the entire platform to be deployed for use. This relatively short amount of time can make all the difference for companies… more »
    Top Answer:Considering the reporting part, I rate the tool a nine out of ten.
    Top Answer:I wasn't directly involved in the pricing discussions, but when I joined the organization, they had already purchased the SAP Analytics Cloud solution. The organization faced challenges due to its… more »
    Ranking
    5th
    Views
    1,297
    Comparisons
    516
    Reviews
    0
    Average Words per Review
    0
    Rating
    N/A
    3rd
    Views
    749
    Comparisons
    485
    Reviews
    24
    Average Words per Review
    500
    Rating
    7.7
    Comparisons
    Also Known As
    SAP BusinessObjects Cloud
    Learn More
    Overview

    DataRobot captures the knowledge, experience and best practices of the world’s leading data scientists, delivering unmatched levels of automation and ease-of-use for machine learning initiatives. DataRobot enables users to build and deploy highly accurate machine learning models in a fraction of the time.

    SAP Analytics Cloud is an all-in-one Software-as-a-Service business intelligence tool that provides the key functionalities of an analytics tool to SAP business users. This tool is built on HANA Business Intelligence (BI) platform, providing analytics from data collected from multiple sources, such as ERP, Microsoft SQL, and Salesforce, among other solutions.

    You can use SAP Analytics Cloud to compile data and perform ad-hoc reporting and analysis for predictive planning. SAP Analytics Cloud collects and analyzes the raw data from transactional systems into intelligent insights that allow you to make better decisions.

    SAP Analytics Cloud uses machine learning to clean up data, identify errors, and issues, and suggest optimization or filtering options. You can use the modeling feature in Analytics Cloud to create hierarchies and get deeper data insights.

    The three core functions of SAP Analytics Cloud consist of Planning, Predictive Analysis, and Business Intelligence as a holistic SaaS solution that offers real-time analysis to business leaders.

    SAP Analytics Cloud Capabilities

    • Data discovery
    • Machine learning
    • Integrated financial and business planning
    • Predictive analysis
    • Automated data cleansing
    • Custom widgets
    • Mobile extension
    • Role-based customization
    • Data exploration and visualization

    SAP Analytics Cloud Key Features

    • Augmented analytics: SAP Analytics Cloud allows organizations to make the most of AI (Artificial Intelligence)-powered analytics through augmented analytics. It includes a Search to Insight feature that enables users not skilled or experienced in data science to access and use the platform.

      These smart insight tools allow organizations to visualize business data without manual intervention. By combining multiple machine learning algorithms, SAP Analytics Cloud automates predictive analysis so that organizations can have significant insight into secured data.
    • Enterprise planning: As SAP Analytics Cloud is an all-in-one financial planning and analysis solution, organizations can use it to align strategies across all departments. It allows end-to-end, data-driven planning decisions via financial modeling, allocations, smart insights, and automated reporting.

      The Zero-based budgeting feature allows for an effective resources allocation with built-in collaboration tools. The finance team can collaborate easily, create budget templates and make accurate decisions.

    SAP Analytics Cloud Benefits

    • Real-time cloud insights: SAP Analytics Cloud makes it easy for users at every level to generate instant insights and improve data-driven decision-making. With SAP Analytics Cloud, you can have immediate and central access to all figures, diagrams, insights, and evaluations for every employee on every device and updated in real time.

    • Customizable dashboard: You can customize your dashboard according to your requirements. This customization means you can easily access all the relevant data on a single pane of vision tailored to your business.

    • Collaborative planning: As an all-in-one platform, SAP Analytics Cloud integrates the multiple aspects of a business into a single solution, including finance, HR, sales, and supply chain management.

    • Data on any device: You can integrate SAP Analytics Cloud with SAP S/4 HANA and deploy insights to Android and iOS devices. The SAP S/4 HANA integration also enables the rolling out of changes to multiple files and devices from a central location, so you can carry your business operations on the go over a secured cloud network.

    • In-memory technology: Since it is based on SAP HANA in-memory technology, SAP Analytics Cloud can process massive amounts of data in a short time.

    Reviews from Real Users

    Segun O., SAP HANA Developer at SOA PEOPLE, says that "The most valuable features are on the application side, where you can design applications into your analytics on the platform."

    The Head of Finance Enterprise Application at a computer software company adds that "The visualization feature is the most valuable. SAP Analytics Cloud is also very easy to use."

    "Its many features make it the best in the market," sums up a Consultor SAP Business Object, Sap Analytics Cloud at a tech services company.

    Sample Customers
    Harmoney, Zidisha, ONE Marketing, DonorBureau, Trupanion, Avant
    Live Oak Bank
    Top Industries
    VISITORS READING REVIEWS
    Educational Organization25%
    Financial Services Firm11%
    Computer Software Company9%
    Manufacturing Company6%
    REVIEWERS
    Computer Software Company27%
    Financial Services Firm12%
    Manufacturing Company12%
    Government8%
    VISITORS READING REVIEWS
    Educational Organization20%
    Manufacturing Company12%
    Computer Software Company10%
    Financial Services Firm6%
    Company Size
    VISITORS READING REVIEWS
    Small Business17%
    Midsize Enterprise28%
    Large Enterprise55%
    REVIEWERS
    Small Business32%
    Midsize Enterprise21%
    Large Enterprise47%
    VISITORS READING REVIEWS
    Small Business16%
    Midsize Enterprise26%
    Large Enterprise57%
    Buyer's Guide
    Predictive Analytics
    April 2024
    Find out what your peers are saying about Alteryx, RapidMiner, SAP and others in Predictive Analytics. Updated: April 2024.
    768,924 professionals have used our research since 2012.

    DataRobot is ranked 5th in Predictive Analytics while SAP Analytics Cloud is ranked 3rd in Predictive Analytics with 58 reviews. DataRobot is rated 8.0, while SAP Analytics Cloud is rated 8.0. The top reviewer of DataRobot writes "Easy to use, priced well, and can be customized". 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.

    See our list of best Predictive Analytics vendors.

    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.