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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

    ZoomMate

    Score8.5 out of 10
    N/AZoomMate is Zoom’s next-generation "agentic" workspace, launched in June 2026 to transform how teams move from conversation to completion. Positioned as an "AI Teammate" or virtual "Chief of Staff," ZoomMate goes beyond standard chatbots by proactively executing tasks across a company's entire digital ecosystem.

    $20

    per month includes 2,200 AI credits

    Pricing
    DataikuZoomMate
    Editions & Modules
    Discover
    Contact sales team
    Business
    Contact sales team
    Enterprise
    Contact sales team
    No answers on this topic
    Offerings
    Pricing Offerings
    DataikuZoomMate
    Free Trial
    YesNo
    Free/Freemium Version
    YesYes
    Premium Consulting/Integration Services
    NoYes
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional Details——
    More Pricing Information
    Community Pulse
    DataikuZoomMate
    Considered Both Products
    Dataiku
    No answer on this topic
    Zoom
    No answer on this topic
    Key User Insights
    Would buy again
    100%
    Would buy again
    5 Answers
    97%
    Would buy again
    33 Answers
    Delivers good value for the price
    No answers on this topic
    94%
    Delivers good value for the price
    33 Answers
    Happy with the feature set
    100%
    Happy with the feature set
    5 Answers
    97%
    Happy with the feature set
    34 Answers
    Lived up to sales and marketing promises
    No answers on this topic
    96%
    Lived up to sales and marketing promises
    26 Answers
    Implementation went as expected
    No answers on this topic
    100%
    Implementation went as expected
    28 Answers
    Features
    DataikuZoomMate
    Platform Connectivity
    Comparison of Platform Connectivity features of Dataiku and ZoomMate
    Feature
    Dataiku
    8.6
    5 Ratings
    3% above category average
    ZoomMate
    -
    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 ZoomMate
    Feature
    Dataiku
    10.0
    5 Ratings
    17% above category average
    ZoomMate
    -
    Ratings
    Visualization10.05 Ratings00 Ratings
    Interactive Data Analysis10.05 Ratings00 Ratings
    Data Preparation
    Comparison of Data Preparation features of Dataiku and ZoomMate
    Feature
    Dataiku
    9.5
    5 Ratings
    15% above category average
    ZoomMate
    -
    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 ZoomMate
    Feature
    Dataiku
    8.5
    5 Ratings
    0% above category average
    ZoomMate
    -
    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 ZoomMate
    Feature
    Dataiku
    8.0
    5 Ratings
    6% below category average
    ZoomMate
    -
    Ratings
    Flexible Model Publishing Options8.05 Ratings00 Ratings
    Security, Governance, and Cost Controls8.05 Ratings00 Ratings
    Best Alternatives
    DataikuZoomMate
    Small Businesses
    RapidMiner
    Score8.9 out of 10
    No answers on this topic
    Medium-sized Companies
    Anaconda
    Score8.8 out of 10
    Cortana (discontinued)
    Score7.5 out of 10
    Enterprises
    IBM Watson Studio
    Score10 out of 10
    Cortana (discontinued)
    Score7.5 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    DataikuZoomMate
    Likelihood to Recommend
    10.0
    (4 ratings)
    8.5
    (36 ratings)
    Usability
    10.0
    (1 ratings)
    8.6
    (4 ratings)
    Support Rating
    9.4
    (3 ratings)
    -
    (0 ratings)
    User Testimonials
    DataikuZoomMate
    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
    Zoom
    While doing training and technical support to our users, we need to connect to their system, and we do not go physically. With Zoom Workplace, we can connect with them in the meeting, and they can share their screen, and we can access their screen, which is very easy to give training and support. With other software, you cannot do all these things at once.
    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
    Zoom
    • AI - Powered productivity. With this feature, drafting messages, automating tasks, and summarizing meetings are easy, which boosts productivity.
    • It is an all-in-one collaboration tool. With Zoom Workplace, we can send messages, make calls, schedule meetings, and share documents. It offers all the collaboration features our team needs.
    • Makes scheduling easy thanks to Zoom Scheduler that is part of Zoom Workplace.
    • The tool ensures teams communicate securely which is a plus.
    • It comes with a mobile app for added convenience, and no one misses important updates.
    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
    Zoom
    • I don't think there is any malfunction in their solution; it's extremely convenient to use, be it creating a meeting invite, adding people, sending any extra stuff to them. It's quick, and this is the only tool that works seamlessly even on Androids.
    Incentivized
    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
    Zoom
    It's really easy to use - the AI icon is everywhere all over the place in the Zoom client so it's easy to be able to leverage AI whenever you need it, and similarly in the meeting it's easy to find and to use. I don't have complaints here that I can think of
    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
    Read full review
    Zoom
    No answers on this topic
    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
    Read full review
    Zoom
    Compared to Microsoft Teams, Zoom AI Companion is a clear pioneer in this remote and virtual collaboration platform, leading the way. It is possible to have a remote meeting on both Microsoft Teams and Zoom AI Companion. But Zoom AI Companion provides
    more productivity and time savings to users. Zoom AI Companion continues to enhance its features to provide value to the product.
    Incentivized
    Read full review
    Return on Investment
    Dataiku
    • Customer satisfaction
    • Timely project delivery
    Incentivized
    Read full review
    Zoom
    • We've been able to significantly accelerate our quest production, enabling us to give many more youth a voice on our platform, and give the kids who play [...] many more windows into one another's worlds!
    • It's increased our fundraising capacity since grant applications require pulling together insights from funder meetings, advice from previous grantees, outside research, and testimonials from users. ZoomMate helps to synthesize and package it efficiently so we can do more.
    Read full review
    ScreenShots

    ZoomMate Screenshots

    Screenshot of ZoomMate, the AI teammate. ZoomMate analyzes, learns, and acts on conversations to complete work.Screenshot of Search: agentic search and deep researchScreenshot of Workflows are conversational and visual automations that handle multi-step processes across meetings, apps, and systems. You can describe a workflow in natural language ("when someone files a support ticket about pricing, route it to the sales team and post a notification in the deal channel"), use pre-built templates, or build one visually. They run on triggers — events, schedules, or agentic logic — and can be configured with approval checkpoints to keep you in the loop where approvals are needed.Screenshot of Create: AI-first productivity tools