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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    DataRobot

    Score8.2 out of 10
    N/AThe DataRobot AI Platform is presented as a solution that accelerates and democratizes data science by automating the end-to-end journey from data to value and allows users to deploy AI applications at scale. DataRobot provides a centrally governed platform that gives users AI to drive business outcomes, that is available on the user's cloud platform-of-choice, on-premise, or as a fully-managed service. The solutions include tools providing data preparation enabling users to explore and…

    $0

    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
    DataRobotZoomMate
    Editions & Modules
    No answers on this topic
    No answers on this topic
    Offerings
    Pricing Offerings
    DataRobotZoomMate
    Free Trial
    YesNo
    Free/Freemium Version
    YesYes
    Premium Consulting/Integration Services
    YesYes
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional Details——
    More Pricing Information
    Best Alternatives
    DataRobotZoomMate
    Small Businesses
    Saturn Cloud
    Score7.8 out of 10
    No answers on this topic
    Medium-sized Companies
    No answers on this topic
    Cortana (discontinued)
    Score7.5 out of 10
    Enterprises
    No answers on this topic
    Cortana (discontinued)
    Score7.5 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    DataRobotZoomMate
    Likelihood to Recommend
    8.6
    (59 ratings)
    8.5
    (36 ratings)
    Likelihood to Renew
    6.3
    (4 ratings)
    -
    (0 ratings)
    Usability
    -
    (0 ratings)
    8.6
    (4 ratings)
    Support Rating
    8.2
    (5 ratings)
    -
    (0 ratings)
    User Testimonials
    DataRobotZoomMate
    Likelihood to Recommend
    DataRobot
    DataRobot can be used for risk assessment, such as predicting the likelihood of loan default. It can handle both classification and regression tasks effectively. It relies on historical data for model training. If you have limited historical data or the data quality is poor, it may not be the best choice as it requires a sufficient amount of high-quality data for accurate model building.
    Incentivized
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    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
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    Pros
    DataRobot
    • DataRobot helps, with algorithms, to analyze and decipher numerous machine-learning techniques in order to provide models to assist in company-wide decision making.
    • Our DataRobot program puts on an "even playing field" the strength of auto-machine learning and allows us to make decisions in an extremely timely manner. The speed is consistent without being offset by errors or false-negatives.
    • It encompasses many desired techniques that help companies in general, to reconfigure in to artificial intelligence driven firms, with little to no inconvenience.
    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
    DataRobot
    • The platform itself is very complicated. It probably can't function well without being complicated, but there is a big training curve to get over before you can effectively use it. Even I'm not sure if I'm effectively using it now.
    • The suggested model DataRobot deploys often not the best model for our purposes. We've had to do a lot of testing to make sure what model is the best. For regressive models, DataRobot does give you a MASE score but, for some reason, often doesn't suggest the best MASE score model.
    • The software will give you errors if output files are not entered correctly but will not exactly tell you how to fix them. Perhaps that is complicated, but being able to download a template with your data for an output file in the correct format would be nice.
    Incentivized
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    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
    Likelihood to Renew
    DataRobot
    DataRobot presents a machine-learning platform designed by data scientists from an array of backgrounds, to construct and develop precise predictive modeling in a fraction of the time previously taken. The tech invloved addresses the critical shortage of data scientists by changing the speed and economics of predictive analytics. DataRobot utilizes parallel processing to evaluate models in R, Python, Spark MLlib, H2O and other open source databases. It searches for possible permutations and algorithms, features, transformation, processes, steps and tuning to yield the best models for the dataset and predictive goal.
    Incentivized
    Read full review
    Zoom
    No answers on this topic
    Usability
    DataRobot
    No answers on this topic
    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
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    Support Rating
    DataRobot
    As I am writing this report I am participating with Datarobot Engineers in an complex environment and we have their whole support. We are in Mexico and is not common to have this commitment from companies without expensive contract services. Installing is on premise and the client does not want us to take control and they, the client, is also limited because of internal IT regulations ,,, soo we are just doing magic and everybody is committed.
    Incentivized
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    Zoom
    No answers on this topic
    Alternatives Considered
    DataRobot
    I've done machine learning through python before, however having to code and test each model individually was very time consuming and required a lot of expertise. The data Robot approach, is an excellent way of getting to a well placed starting point. You can then pick up the model from there and fine tune further if you need.
    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
    DataRobot
    • We have been able to cut costs by not buying leads that we will not be able to sell on
    • We have been able to deploy loan eligibility reporting which brought in new business
    • We have been able to improve the performance of our credit providers and our partners which has helped to retain business
    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

    DataRobot Screenshots

    Screenshot of Decision FlowsScreenshot of No Code App BuilderScreenshot of AI AppsScreenshot of Automated Time SeriesScreenshot of MLOpsScreenshot of Model Insights

    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