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Alteryx vs Dataiku Data Science Studio comparison

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33,950 views|26,857 comparisons
Featured Review
Find out what your peers are saying about Alteryx, Databricks, Knime and others in Data Science Platforms. Updated: January 2022.
564,143 professionals have used our research since 2012.
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pros
"The support is very good.""Shortens the time required to start analyzing data and looking for insights, minimizing the tasks that do not add value to the business and maximizing the analysis phase.""The connectors are a very good feature.""The product is very stable and super fast, five-star. It's significantly more stable than it's nearest competitor.""The solution has been stable.""The scheduling within the solution is excellent.""The most valuable feature for me is integration.""The solution has a very strong community that is involved in the product. It helps make the usage easier and helps us find answers to our questions."

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"The solution is quite stable."

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Cons
"They can provide some pre-built tools for predictive analytics instead of us having to build all the tools. It should also be improved from the visualization aspect. It should have better visualization capabilities. There are tools out there that have better visualization capabilities, which Alteryx is lacking currently.""The interface could be improved.""The screen when you are looking into your workflows and your ETL processes needs to be improved. You cannot manage it very well.""The solution could improve in the visualization.""What they're struggling with is it's not as mature as Tableau in the user management area. It was tougher to manage the server part of it right away, especially since the user base has grown.""I honestly can't think of anything that needs to be improved.""The technical support could have a little bit of improvement.""There are no ready models to use in analytics."

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"The interface for the web app can be a bit difficult. It needs to have better capabilities, at least for developers who like to code. This is due to the fact that everything is enabled in a single window with different tabs. For them to actually develop and do the concurrent testing that needs to be done, it takes a bit of time. That is one improvement that I would like to see - from a web app developer perspective."

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Pricing and Cost Advice
  • "There are some implementation services and internal effort costs at the beginning but there is nothing else."
  • "The price for Alteryx Designer is reasonable but the price for Alteryx Server for universal collaborations is too expensive."
  • "Opt for the three year subscription. It is 20% less than the yearly one."
  • "ROI is huge. There are some secondary benefits, like analysts getting their post 5 PM time back or the ability to shorten all closing processes to a half or less."
  • "It is $4,000 a year, so it is cheap versus other solutions. It also accomplishes three times the volume on the job in the same time (as the other solutions).​"
  • "I don't know much about the licensing, but there are some additional costs for certain features."
  • "The license is really expensive, we cannot afford to have two or three. It takes away all the budget of my area."
  • "Its price should be lower. The key thing that we see is that talking about ROI is an important element at the time of purchase. Cost becomes a factor in every discussion. Justifying the ROI for these kinds of workflows is always a challenge, and the only way to counter the challenge is by addressing the pricing."
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    Questions from the Community
    Top Answer: 
    The scheduling feature for the automation is excellent.
    Top Answer: 
    Since we're partners, we get licenses. That said, from the feedback I hear, the price is a little bit more on the expensive side. We do yearly subscriptions. There are machine learning suites that do… more »
    Top Answer: 
    I still haven't had any issues with the Alteryx designer. I don't have anything to speak negatively of now, however, I'm sure there are some features that need improvement. The technical support could… more »
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    Ranking
    1st
    Views
    33,950
    Comparisons
    26,857
    Reviews
    25
    Average Words per Review
    498
    Rating
    8.1
    8th
    Views
    16,271
    Comparisons
    10,231
    Reviews
    1
    Average Words per Review
    676
    Rating
    9.0
    Comparisons
    Also Known As
    Dataiku DSS
    Learn More
    Overview

    Alteryx is a self-service data analytics solution, that provides a platform that can prep, blend, and analyze all of your data, then deploy and share analytics in hours. It can automate time-consuming and manual data tasks while performing predictive, statistical, and spatial analytics in the same workflow. It uses a drag and drop tool with an intuitive user interface with no coding and programming required. Alteryx licenses are subscription-based and include all product updates and support to their customers.

    Dataiku Data Science Studio is the collaborative data science software platform for teams of data scientists, data analysts, and engineers to explore, prototype, build, and deliver their own data products more efficiently.

    Dataiku Data Science Studio is also known as Dataiku DSS. This solution enables you to discover, share, and reuse code and applications so that you can deliver high-quality projects easily and streamline your path to production. As an enterprise leader, you can leverage the power of AI to confidently make business decisions.

    With Dataiku, an intuitive interface is guaranteed and allows users the ability to access and work with data using a point-and-click method. Dataiku analyzes the data to suggest key transformations. Beyond offering 109 data transformation capabilities, Dataiku also includes pipelines that can be generated in SQL which can thereafter be scheduled for automated recomputation.

    What's more, Dataiku allows you to create more than 20 different kinds of charts and also gives you the ability to deploy them into dashboards or create custom web applications for the use of interactive and sophisticated visualization tools.

    In addition, with Dataiku you have the option of using an in-depth statistical analysis, including but not limited to: curves fitting, univariate and bivariate analysis, principal component analysis, correlation analysis, and statistical tests.

    Dataiku Data Science Studio Consists Of:

    • Data preparation
    • Visualization
    • Machine Learning
    • Data Ops
    • ML Ops
    • Analytic Apps

    With Dataiku Data Science Studio You Can:

    • Integrate any data 10x faster
    • Build and automate sophisticated data pipelines
    • Build and share insights in minutes
    • Perform in-depth statistical analysis
    • Create thousands of models to find the best ones
    • Explore and explain models

    Dataiku Data Science Studio Benefits and Features:

    • Use your favorite languages and tools: You can create code working with tools you are already familiar with in the language you prefer (Python, R, SQL, etc.)
    • Easily reuse and share code: This feature helps you reduce inefficiencies and inconsistent data. Dataiku includes project libraries, allowing teams to centralize and share code. Although it comes pre-loaded with starter code for tasks, it also provides you with the ability to add your own code snippets.
    • Simplify complexities related to connecting to data and configuring computer resources: With this feature, data scientists can execute code in both a containerized and distributed way, while also selecting the runtime environment they want. Dataiku works to maintain those containers as well as shut them down when the job is completed.

    Features Users Find Most Valuable:

    • API
    • Reporting/Analytics
    • Third-Party Integrations
    • Data Import/Export
    • Natural Language Processing
    • Search/Filter
    • Monitoring
    • Workflow Management

    Reviews from Real Users

    IT Central Station users note that Dataiku Data Science Studio has a fantastic interface and is also flexible, intuitive, and stable. One user said "I like the interface, which is probably my favorite part of the solution. It is really user-friendly for an IT person." Another user mentioned “The best feature is the user interface. It allows us to see the visual flows.”

    Offer
    Learn more about Alteryx
    Learn more about Dataiku Data Science Studio
    Sample Customers
    AnalyticsIq Inc., belk, BloominBrands Inc., Cardinalhealth, Cineplex, Dairy Queen
    BGL BNP Paribas, Dentsu Aegis, Link Mobility Group, AramisAuto
    Top Industries
    REVIEWERS
    Manufacturing Company17%
    Computer Software Company14%
    Pharma/Biotech Company10%
    Energy/Utilities Company7%
    VISITORS READING REVIEWS
    Computer Software Company26%
    Financial Services Firm13%
    Comms Service Provider12%
    Manufacturing Company6%
    VISITORS READING REVIEWS
    Computer Software Company25%
    Comms Service Provider15%
    Financial Services Firm12%
    Energy/Utilities Company6%
    Company Size
    REVIEWERS
    Small Business39%
    Midsize Enterprise14%
    Large Enterprise47%
    VISITORS READING REVIEWS
    Small Business40%
    Midsize Enterprise6%
    Large Enterprise54%
    VISITORS READING REVIEWS
    Small Business19%
    Midsize Enterprise14%
    Large Enterprise67%
    Find out what your peers are saying about Alteryx, Databricks, Knime and others in Data Science Platforms. Updated: January 2022.
    564,143 professionals have used our research since 2012.

    Alteryx is ranked 1st in Data Science Platforms with 28 reviews while Dataiku Data Science Studio is ranked 8th in Data Science Platforms with 1 review. Alteryx is rated 8.2, while Dataiku Data Science Studio is rated 9.0. The top reviewer of Alteryx writes "Efficient, with great automation capabilities but technical support is not as good as it once was". On the other hand, the top reviewer of Dataiku Data Science Studio writes "Flexible and intuitive with good stability". Alteryx is most compared with KNIME, Databricks, SAS Enterprise Guide, RapidMiner and Microsoft BI, whereas Dataiku Data Science Studio is most compared with Databricks, Microsoft Azure Machine Learning Studio, KNIME, Amazon SageMaker and H2O.ai.

    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.