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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

    Looker

    Score8.1 out of 10
    N/ALooker is a BI application with an analytics-oriented application server that sits on top of relational data stores. It includes an end-user interface for exploring data, a reusable development paradigm for data discovery, and an API for supporting data in other systems.N/A
    Pricing
    DataRobotLooker
    Editions & Modules
    No answers on this topic
    No answers on this topic
    Offerings
    Pricing Offerings
    DataRobotLooker
    Free Trial
    YesYes
    Free/Freemium Version
    YesNo
    Premium Consulting/Integration Services
    YesYes
    Entry-level Setup FeeNo setup feeRequired
    Additional Details—Must contact sales team for pricing.
    More Pricing Information
    Features
    DataRobotLooker
    BI Standard Reporting
    Comparison of BI Standard Reporting features of DataRobot and Looker
    Feature
    DataRobot
    -
    Ratings
    Looker
    7.4
    134 Ratings
    10% below category average
    Pixel Perfect reports00 Ratings6.5110 Ratings
    Customizable dashboards00 Ratings8.2133 Ratings
    Report Formatting Templates00 Ratings7.5115 Ratings
    Ad-hoc Reporting
    Comparison of Ad-hoc Reporting features of DataRobot and Looker
    Feature
    DataRobot
    -
    Ratings
    Looker
    6.8
    132 Ratings
    16% below category average
    Drill-down analysis00 Ratings6.3128 Ratings
    Formatting capabilities00 Ratings6.6130 Ratings
    Integration with R or other statistical packages00 Ratings5.655 Ratings
    Report sharing and collaboration00 Ratings8.8131 Ratings
    Report Output and Scheduling
    Comparison of Report Output and Scheduling features of DataRobot and Looker
    Feature
    DataRobot
    -
    Ratings
    Looker
    7.9
    128 Ratings
    4% below category average
    Publish to Web00 Ratings7.7105 Ratings
    Publish to PDF00 Ratings7.8113 Ratings
    Report Versioning00 Ratings7.984 Ratings
    Report Delivery Scheduling00 Ratings8.2110 Ratings
    Data Discovery and Visualization
    Comparison of Data Discovery and Visualization features of DataRobot and Looker
    Feature
    DataRobot
    -
    Ratings
    Looker
    6.6
    128 Ratings
    19% below category average
    Pre-built visualization formats (heatmaps, scatter plots etc.)00 Ratings7.7124 Ratings
    Location Analytics / Geographic Visualization00 Ratings7.5110 Ratings
    Predictive Analytics00 Ratings4.66 Ratings
    Access Control and Security
    Comparison of Access Control and Security features of DataRobot and Looker
    Feature
    DataRobot
    -
    Ratings
    Looker
    7.3
    128 Ratings
    15% below category average
    Multi-User Support (named login)00 Ratings7.5120 Ratings
    Role-Based Security Model00 Ratings7.2105 Ratings
    Multiple Access Permission Levels (Create, Read, Delete)00 Ratings7.2122 Ratings
    Report-Level Access Control00 Ratings7.360 Ratings
    Mobile Capabilities
    Comparison of Mobile Capabilities features of DataRobot and Looker
    Feature
    DataRobot
    -
    Ratings
    Looker
    5.2
    95 Ratings
    39% below category average
    Responsive Design for Web Access00 Ratings4.991 Ratings
    Mobile Application00 Ratings5.01 Ratings
    Dashboard / Report / Visualization Interactivity on Mobile00 Ratings5.885 Ratings
    Best Alternatives
    DataRobotLooker
    Small Businesses
    Saturn Cloud
    Score7.8 out of 10
    Cyfe
    Score4 out of 10
    Medium-sized Companies
    No answers on this topic
    Qlik Cloud Analytics (Qlik Sense)
    Score8.1 out of 10
    Enterprises
    No answers on this topic
    Sisense
    Score6.9 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    DataRobotLooker
    Likelihood to Recommend
    8.6
    (59 ratings)
    8.0
    (134 ratings)
    Likelihood to Renew
    6.3
    (4 ratings)
    9.2
    (8 ratings)
    Usability
    -
    (0 ratings)
    8.8
    (12 ratings)
    Availability
    -
    (0 ratings)
    10.0
    (1 ratings)
    Performance
    -
    (0 ratings)
    6.0
    (1 ratings)
    Support Rating
    8.2
    (5 ratings)
    8.8
    (14 ratings)
    Implementation Rating
    -
    (0 ratings)
    10.0
    (1 ratings)
    Configurability
    -
    (0 ratings)
    10.0
    (1 ratings)
    Contract Terms and Pricing Model
    -
    (0 ratings)
    10.0
    (1 ratings)
    Data Sharing and Collaboration
    -
    (0 ratings)
    8.5
    (51 ratings)
    Data Sources
    -
    (0 ratings)
    7.3
    (51 ratings)
    Ease of integration
    -
    (0 ratings)
    10.0
    (1 ratings)
    Product Scalability
    -
    (0 ratings)
    10.0
    (1 ratings)
    Professional Services
    -
    (0 ratings)
    10.0
    (1 ratings)
    Vendor post-sale
    -
    (0 ratings)
    10.0
    (1 ratings)
    Vendor pre-sale
    -
    (0 ratings)
    10.0
    (1 ratings)
    User Testimonials
    DataRobotLooker
    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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    Google
    When data drives potential for new orders, Looker earns its place in our tech stack. If, on the other hand, we are hoping for pipeline generation, Looker is useful if you are willing to repeatedly go check customer utilizations .... it is not appropriate if you are hoping to automate data analysis for this purpose.
    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
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    Google
    • Show visited pages - sessions, pageviews - which programs are viewed the most.
    • Displays session source/medium views to see where users are coming from.
    • It shows the video titles, URLs, and event counts so we can monitor the performance of our videos.
    • It gives a graphic face to the numbers, such as using bar charts, pie graphs, and other charts to show user trends or which channels are driving engagement.
    • Our clients like to see the top pages visited for a month.
    • I like the drop-and-drag approach, and building charts is a little easier than it was before.
    Incentivized
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    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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    Google
    • Documentation is scarce, and very difficult to find when you need it.
    • Pricing is unclear, particularly as you look to scale your reports across the business.
    • Data from other sources is not represented in the system as well as first party Google services.
    Incentivized
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    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
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    Google
    I give it this rating because it deems as effective, I am able to complete majority of my tasks using this app. It is very helpful when analyzing the data provided and shown in the app and it's just overall a great app for Operational use, despite the small hiccups it has (live data).
    Incentivized
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    Usability
    DataRobot
    No answers on this topic
    Google
    Looker is relatively easy to use, even as it is set up. The customers for the front-end only have issues with the initial setup for looker ml creations. Other "looks" are relatively easy to set up, depending on the ETL and the data which is coming into Looker on a regular basis.
    Incentivized
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    Reliability and Availability
    DataRobot
    No answers on this topic
    Google
    No objections
    Incentivized
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    Performance
    DataRobot
    No answers on this topic
    Google
    Somehow resources heavy, both on server and client. I recommned at least 50Mbs data rate and high performance desktop comouter to be abke to run comolex tasks and configure larger amount of data. On the other hand, the client does not need to worry when viewing, the performance is usually ok
    Incentivized
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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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    Google
    Never had to work with support for issues. Any questions we had, they would respond promptly and clearly. The one-time setup was easy, by reading documentation. If the feature is not supported, they will add a feature request. In this case, LDAP support was requested over OKTA. They are looking into it.
    Incentivized
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    Implementation Rating
    DataRobot
    No answers on this topic
    Google
    Very satisfied, easy to implement
    Incentivized
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    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
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    Google
    Looker Studio, you can easily report on data from various sources without programming. Looker Studio is available at no charge for creators and report viewers. Enterprise customers who upgrade to Looker Studio Pro will receive support and expanded administrative features, including team content management. So it's good.
    Incentivized
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    Contract Terms and Pricing Model
    DataRobot
    No answers on this topic
    Google
    Perfect price to performance
    Incentivized
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    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
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    Google
    • Looker has a poignant impact on our business's ROI objectives. As an advertising exchange we have specific goals for daily requests and fill, and having premade Looks to monitor this is an integral piece of our operational capability
    • To facilitate an efficient monthly billing cycle in our organization, Looker is essential to track estimated revenue and impression delivery by publisher. Without the Looks we have set up, we would spend considerably more time and effort segmenting revenue by vertical.
    • Looker's unique value proposition is making analytical tools more digestible to people without conventional analytical experience. Other competing tools like Tableau require considerably more training and context to successfully use, and the ability to easily plot different visualizations is one of its greatest selling points.
    Incentivized
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    ScreenShots

    DataRobot Screenshots

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

    Looker Screenshots

    Screenshot of a Looker dashboard with a geo chart.