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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Dataiku

    Score8.6 out of 10
    N/AThe Dataiku platform unifies data work from analytics to Generative AI. It supports enterprise analytics with visual, cloud-based tooling for data preparation, visualization, and workflow automation.N/A

    PG Forsta HX Platform

    Score9.5 out of 10
    N/AThe PG Forsta HX platform, the technology and research solution formed from the Forsta solution based on the combined (through merger) technology of Dapresy, Confirmit, and FocusVision, and later by the acquisition of Press Ganey in 2022, is a customer experience management solution featuring both forms and text analysis to understand the Voice of the Customer.N/A
    Pricing
    DataikuPG Forsta HX Platform
    Editions & Modules
    Discover
    Contact sales team
    Business
    Contact sales team
    Enterprise
    Contact sales team
    No answers on this topic
    Offerings
    Pricing Offerings
    DataikuPG Forsta HX Platform
    Free Trial
    YesNo
    Free/Freemium Version
    YesNo
    Premium Consulting/Integration Services
    NoNo
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional Details——
    More Pricing Information
    Community Pulse
    DataikuPG Forsta HX Platform
    Considered Both Products
    Dataiku
    No answer on this topic
    Press Ganey
    No answer on this topic
    Key User Insights
    Would buy again
    100%
    Would buy again
    5 Answers
    No answers on this topic
    Delivers good value for the price
    No answers on this topic
    No answers on this topic
    Happy with the feature set
    100%
    Happy with the feature set
    5 Answers
    No answers on this topic
    Lived up to sales and marketing promises
    No answers on this topic
    No answers on this topic
    Implementation went as expected
    No answers on this topic
    No answers on this topic
    Features
    DataikuPG Forsta HX Platform
    Platform Connectivity
    Comparison of Platform Connectivity features of Dataiku and PG Forsta HX Platform
    Feature
    Dataiku
    8.6
    5 Ratings
    3% above category average
    PG Forsta HX Platform
    -
    Ratings
    Connect to Multiple Data Sources8.05 Ratings00 Ratings
    Extend Existing Data Sources10.04 Ratings00 Ratings
    Automatic Data Format Detection10.05 Ratings00 Ratings
    MDM Integration6.52 Ratings00 Ratings
    Data Exploration
    Comparison of Data Exploration features of Dataiku and PG Forsta HX Platform
    Feature
    Dataiku
    10.0
    5 Ratings
    17% above category average
    PG Forsta HX Platform
    -
    Ratings
    Visualization10.05 Ratings00 Ratings
    Interactive Data Analysis10.05 Ratings00 Ratings
    Data Preparation
    Comparison of Data Preparation features of Dataiku and PG Forsta HX Platform
    Feature
    Dataiku
    9.5
    5 Ratings
    15% above category average
    PG Forsta HX Platform
    -
    Ratings
    Interactive Data Cleaning and Enrichment9.05 Ratings00 Ratings
    Data Transformations9.05 Ratings00 Ratings
    Data Encryption10.04 Ratings00 Ratings
    Built-in Processors10.04 Ratings00 Ratings
    Platform Data Modeling
    Comparison of Platform Data Modeling features of Dataiku and PG Forsta HX Platform
    Feature
    Dataiku
    8.5
    5 Ratings
    0% above category average
    PG Forsta HX Platform
    -
    Ratings
    Multiple Model Development Languages and Tools8.05 Ratings00 Ratings
    Automated Machine Learning8.05 Ratings00 Ratings
    Single platform for multiple model development8.05 Ratings00 Ratings
    Self-Service Model Delivery10.04 Ratings00 Ratings
    Model Deployment
    Comparison of Model Deployment features of Dataiku and PG Forsta HX Platform
    Feature
    Dataiku
    8.0
    5 Ratings
    6% below category average
    PG Forsta HX Platform
    -
    Ratings
    Flexible Model Publishing Options8.05 Ratings00 Ratings
    Security, Governance, and Cost Controls8.05 Ratings00 Ratings
    Best Alternatives
    DataikuPG Forsta HX Platform
    Small Businesses
    RapidMiner
    Score8.9 out of 10
    MindTouch
    Score7 out of 10
    Medium-sized Companies
    Anaconda
    Score8.8 out of 10
    Sogolytics
    Score9 out of 10
    Enterprises
    IBM Watson Studio
    Score10 out of 10
    Medallia
    Score8.9 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    DataikuPG Forsta HX Platform
    Likelihood to Recommend
    10.0
    (4 ratings)
    9.0
    (25 ratings)
    Likelihood to Renew
    -
    (0 ratings)
    9.0
    (19 ratings)
    Usability
    10.0
    (1 ratings)
    7.1
    (5 ratings)
    Support Rating
    9.4
    (3 ratings)
    8.0
    (3 ratings)
    Implementation Rating
    -
    (0 ratings)
    9.0
    (2 ratings)
    User Testimonials
    DataikuPG Forsta HX Platform
    Likelihood to Recommend
    Dataiku
    Dataiku is an awesome tool for data scientists. It really makes our lives easier. It is also really good for non technical users to see and follow along with the process. I do think that people can fall into the trap of using it without any knowledge at all because so much is automated, but I dont think that is the fault of Dataiku.
    Incentivized
    Read full review
    Press Ganey
    They have done a good job at helping us maintain the integrity of the project while transitioning to a completely new platform. Our Voice of the Customer program happens to consist of multiple surveys within one "master" so I guess logistically it could be considered complex
    Incentivized
    Read full review
    Pros
    Dataiku
    • Allows users to collaborate and monitor individual tasks
    • Caters to both types of analysts, coders and non-coders, alike
    • Integrate graphs and plots with visualization tools such as Tableau
    Incentivized
    Read full review
    Press Ganey
    • Confirmit has a fairly shallow learning curve allowing someone with no experience to be able to create a simple survey with not much time invested in training.
    • Confirmit also has the flexibility to be used in very advanced ways. Whether modifying the display/page content's layout or modifying input types with jQuery, it is incredibly adaptable.
    • Confirmit (with v. 18) now collects data in a true SQL database which is far more robust and easy to administrate than some other methods of data storage.
    Incentivized
    Read full review
    Cons
    Dataiku
    • The integrated windows of frontend and backend in web applications make it cumbersome for the developer.
    • When dealing with multiple data flows, it becomes really confusing, though they have introduced a feature (Zones) to cater to this issue.
    • Bundling, exporting, and importing projects sometimes create issues related to code environment. If the code environment is not available, at least the schema of the flow we should be able to import should be.
    Incentivized
    Read full review
    Press Ganey
    • Ensure correct data collection. This is Confirmit's main goal, and which sometimes fails to succeed.
    • Integrated data back-up service. It would be great if we could look at the data from a couple days previous.
    • Interactive layout creator. Current layout creator is really "squared" as we say, it needs more flexibility with all the incoming technologies such as HTML5 and CSS3.
    Read full review
    Likelihood to Renew
    Dataiku
    No answers on this topic
    Press Ganey
    From my point of view Confirmit has been a key tool in our organization. Without it we can't deliver what we do at this moment. Confirmit has proved that is a reliable, stable and easy to use tool. The few issues we found (as far as I know) were sent to Confirmit support team and fix them. Patching the product has been done faster and without large downtime of the product
    Read full review
    Usability
    Dataiku
    The user experience is very good. Everything feels intuitive and "flows" (sorry excuse the pun) so nicely, and the customization level is also appropriate to the tool. Even as a newer data scientist, it felt easy to use and the explanations/tutorials were very good. The documentation is also at a good level
    Incentivized
    Read full review
    Press Ganey
    Confirmit is a very technical tool, it takes time for someone to get used to the interface, even when it could definitely be more intuitive or user friendly, this is part of Confirmit's strenghts that makes it one of the most robust data collection technologies out there.
    Read full review
    Support Rating
    Dataiku
    The open source user community is friendly, helpful, and responsive, at times even outdoing commercial software vendors. Documentation is also top notch, and usually resolves issues without the need for human interactions. Great product design, with a focus on user experience, also makes platform use intuitive, thus reducing the need for explicit support.
    Incentivized
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    Press Ganey
    The support team is responsive and I can tell that they are actually trying to help get to the heart of the issues before making us try every possible solution available. They ask the right questions and test things before coming back to us with proposals. I like the support team at Confirmit.
    Incentivized
    Read full review
    Implementation Rating
    Dataiku
    No answers on this topic
    Press Ganey
    Should let the professionals handle implementation, don't have only the operations team at your company do it.
    Incentivized
    Read full review
    Alternatives Considered
    Dataiku
    Anaconda is mainly used by professional data scientists who have profound knowledge of Python coding, mainly used for building some new algorithm block or some optimization, then the module will be integrated into the Dataiku pipeline/workflow. While Dataiku can be used by even other kinds of users.
    Incentivized
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    Press Ganey
    Forsta has a strong product functionality and performance. Integration capabilities are fantastic and it has strong customer focus. Pre-existing relationships also helped in cracking this deal. People at Forsta are helpful and customer centric. Although cost is not highly competitive but it comes close to value for money. Competitors have quite a few functionalities but there are additional charges levied for them.
    Incentivized
    Read full review
    Return on Investment
    Dataiku
    • Customer satisfaction
    • Timely project delivery
    Incentivized
    Read full review
    Press Ganey
    • I love Confirmit, the only negative is that my experience using any other program is always terrible in comparison.
    • I had Confirmit rep come into the office and was disapointed that they didn't have much informaton on how to use it as a researcher in marking research, perhaps employing more internal marketing researchers would help that.
    Incentivized
    Read full review
    ScreenShots