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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Gemini Enterprise Agent Platform

    Score8.9 out of 10
    N/AThe Gemini Enterprise Agent Platform is a fully-managed, unified environment designed for the development, orchestration, and governance of Autonomous AI Agents. The platform consolidates AI Studio, Agent Builder, and a diverse Model Garden to support the creation of complex, multi-agent systems grounded in enterprise data and business logic.

    $0

    Starting at

    Tableau Server

    Score7.5 out of 10
    N/ATableau Server allows Tableau Desktop users to publish dashboards to a central server to be shared across their organizations. The product is designed to facilitate collaboration across the organization. It can be deployed on a server in the data center, or it can be deployed on a public cloud.

    $12

    Per User Per Month

    Pricing
    Gemini Enterprise Agent PlatformTableau Server
    Editions & Modules
    Imagen model for image generation
    $0.0001
    Starting at
    Text, chat, and code generation
    $0.0001
    per 1,000 characters
    Text data upload, training, deployment, prediction
    $0.05
    per hour
    Video data training and prediction
    $0.462
    per node hour
    Image data training, deployment, and prediction
    $1.375
    per node hour
    Viewer
    $12.00
    Per User Per Month
    Explorer
    $35.00
    Per User Per Month
    Creator
    $70.00
    Per User Per Month
    Offerings
    Pricing Offerings
    Gemini Enterprise Agent PlatformTableau Server
    Free Trial
    YesYes
    Free/Freemium Version
    YesNo
    Premium Consulting/Integration Services
    NoYes
    Entry-level Setup FeeOptionalNo setup fee
    Additional DetailsPricing is based on the Vertex AI tools and services, storage, compute, and Google Cloud resources used.—
    More Pricing Information
    Community Pulse
    Gemini Enterprise Agent PlatformTableau Server
    Considered Both Products
    Google
    No answer on this topic
    Tableau
    No answer on this topic
    Key User Insights
    Would buy again
    93%
    Would buy again
    14 Answers
    75%
    Would buy again
    6 Answers
    Delivers good value for the price
    92%
    Delivers good value for the price
    12 Answers
    75%
    Delivers good value for the price
    6 Answers
    Happy with the feature set
    87%
    Happy with the feature set
    13 Answers
    88%
    Happy with the feature set
    7 Answers
    Lived up to sales and marketing promises
    78%
    Lived up to sales and marketing promises
    7 Answers
    No answers on this topic
    Implementation went as expected
    86%
    Implementation went as expected
    12 Answers
    71%
    Implementation went as expected
    5 Answers
    Features
    Gemini Enterprise Agent PlatformTableau Server
    AI Development
    Comparison of AI Development features of Gemini Enterprise Agent Platform and Tableau Server
    Feature
    Gemini Enterprise Agent Platform
    8.6
    2 Ratings
    14% above category average
    Tableau Server
    -
    Ratings
    Machine learning frameworks8.62 Ratings00 Ratings
    Data management9.12 Ratings00 Ratings
    Data monitoring and version control8.22 Ratings00 Ratings
    Automated model training9.12 Ratings00 Ratings
    Managed scaling7.72 Ratings00 Ratings
    Model deployment8.62 Ratings00 Ratings
    Security and compliance8.62 Ratings00 Ratings
    BI Standard Reporting
    Comparison of BI Standard Reporting features of Gemini Enterprise Agent Platform and Tableau Server
    Feature
    Gemini Enterprise Agent Platform
    -
    Ratings
    Tableau Server
    8.4
    95 Ratings
    3% above category average
    Pixel Perfect reports00 Ratings9.129 Ratings
    Customizable dashboards00 Ratings7.094 Ratings
    Report Formatting Templates00 Ratings9.081 Ratings
    Ad-hoc Reporting
    Comparison of Ad-hoc Reporting features of Gemini Enterprise Agent Platform and Tableau Server
    Feature
    Gemini Enterprise Agent Platform
    -
    Ratings
    Tableau Server
    7.8
    95 Ratings
    3% below category average
    Drill-down analysis00 Ratings8.095 Ratings
    Formatting capabilities00 Ratings8.093 Ratings
    Integration with R or other statistical packages00 Ratings8.059 Ratings
    Report sharing and collaboration00 Ratings7.089 Ratings
    Report Output and Scheduling
    Comparison of Report Output and Scheduling features of Gemini Enterprise Agent Platform and Tableau Server
    Feature
    Gemini Enterprise Agent Platform
    -
    Ratings
    Tableau Server
    7.2
    91 Ratings
    13% below category average
    Publish to Web00 Ratings8.085 Ratings
    Publish to PDF00 Ratings7.084 Ratings
    Report Versioning00 Ratings8.070 Ratings
    Report Delivery Scheduling00 Ratings8.077 Ratings
    Delivery to Remote Servers00 Ratings5.19 Ratings
    Data Discovery and Visualization
    Comparison of Data Discovery and Visualization features of Gemini Enterprise Agent Platform and Tableau Server
    Feature
    Gemini Enterprise Agent Platform
    -
    Ratings
    Tableau Server
    8.3
    90 Ratings
    4% above category average
    Pre-built visualization formats (heatmaps, scatter plots etc.)00 Ratings9.086 Ratings
    Location Analytics / Geographic Visualization00 Ratings8.085 Ratings
    Predictive Analytics00 Ratings8.064 Ratings
    Pattern Recognition and Data Mining00 Ratings8.01 Ratings
    Access Control and Security
    Comparison of Access Control and Security features of Gemini Enterprise Agent Platform and Tableau Server
    Feature
    Gemini Enterprise Agent Platform
    -
    Ratings
    Tableau Server
    10.0
    95 Ratings
    16% above category average
    Multi-User Support (named login)00 Ratings10.093 Ratings
    Role-Based Security Model00 Ratings10.090 Ratings
    Multiple Access Permission Levels (Create, Read, Delete)00 Ratings10.092 Ratings
    Report-Level Access Control00 Ratings10.01 Ratings
    Single Sign-On (SSO)00 Ratings10.062 Ratings
    Mobile Capabilities
    Comparison of Mobile Capabilities features of Gemini Enterprise Agent Platform and Tableau Server
    Feature
    Gemini Enterprise Agent Platform
    -
    Ratings
    Tableau Server
    8.1
    79 Ratings
    4% above category average
    Responsive Design for Web Access00 Ratings10.077 Ratings
    Mobile Application00 Ratings7.061 Ratings
    Dashboard / Report / Visualization Interactivity on Mobile00 Ratings7.068 Ratings
    Application Program Interfaces (APIs) / Embedding
    Comparison of Application Program Interfaces (APIs) / Embedding features of Gemini Enterprise Agent Platform and Tableau Server
    Feature
    Gemini Enterprise Agent Platform
    -
    Ratings
    Tableau Server
    6.4
    46 Ratings
    19% below category average
    REST API00 Ratings8.040 Ratings
    Javascript API00 Ratings8.037 Ratings
    iFrames00 Ratings6.040 Ratings
    Java API00 Ratings5.57 Ratings
    Themeable User Interface (UI)00 Ratings6.19 Ratings
    Customizable Platform (Open Source)00 Ratings4.67 Ratings
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    Gemini Enterprise Agent PlatformTableau Server
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    Saturn Cloud
    Score7.8 out of 10
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    Score4 out of 10
    Medium-sized Companies
    DataRobot
    Score8.2 out of 10
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    Score8.1 out of 10
    Enterprises
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    Score8.2 out of 10
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    Score7 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    Gemini Enterprise Agent PlatformTableau Server
    Likelihood to Recommend
    7.6
    (15 ratings)
    8.0
    (111 ratings)
    Likelihood to Renew
    -
    (0 ratings)
    10.0
    (20 ratings)
    Usability
    -
    (0 ratings)
    8.0
    (17 ratings)
    Availability
    -
    (0 ratings)
    9.0
    (9 ratings)
    Performance
    7.6
    (12 ratings)
    8.1
    (8 ratings)
    Support Rating
    -
    (0 ratings)
    3.0
    (18 ratings)
    In-Person Training
    -
    (0 ratings)
    8.0
    (4 ratings)
    Online Training
    -
    (0 ratings)
    9.0
    (9 ratings)
    Implementation Rating
    -
    (0 ratings)
    9.1
    (13 ratings)
    Configurability
    7.8
    (12 ratings)
    8.0
    (1 ratings)
    Data Sharing and Collaboration
    -
    (0 ratings)
    5.1
    (79 ratings)
    Data Sources
    -
    (0 ratings)
    6.6
    (82 ratings)
    User Testimonials
    Gemini Enterprise Agent PlatformTableau Server
    Likelihood to Recommend
    Google
    we used Vertex AI on our automation process the model very useful and working as expected we have implemented in our monitoring phase this very helpful our analysis part. real time response is very effective and actively provide detailed overview about our products.this phase is well suited in our org. this model could not applicable for small level projects why because this model not needed for small level projects and without related resource of ML this model not useful. strictly on non cloud org not suitable means on pram not suitable
    Incentivized
    Read full review
    Tableau
    Whole funnel and specific channel performance from upper to lower funnel metrics. The ability to view full channel performance for some time, such as weekly, monthly, or quarterly, has truly been monumental in how my team optimizes specific channels and campaigns. Daily performance tracking is a bit overwhelming, with load times and having to refresh specific live views over time. It can be challenging to do so at times, as extensive dashboards take much longer to load.
    Incentivized
    Read full review
    Pros
    Google
    • Vertex AI comes with support for LOTs of LLMs out of the box
    • MLOps tools are available that help to standardize operational aspects
    • Document AI is an out of the box feature that works just perfectly for our use cases of automating lots to tedious data extraction tasks from images as well as papers
    Incentivized
    Read full review
    Tableau
    • It's good at doing what it is designed for: accessing visualizations without having to download and open a workbook in Tableau Desktop. The latter would be a very inefficient method for sharing our metrics, so I am glad that we have Tableau Server to serve this function.
    • Publishing to Tableau Server is quick and easy. Just a few clicks from Tableau Desktop and a few seconds of publishing through an average speed network, and the new visualizations are live!
    • Seeing details on who has viewed the visualization and when. This is something particularly useful to me for trying to drive adoption of some new pages, so I really appreciate the granularity provided in Tableau Server
    Incentivized
    Read full review
    Cons
    Google
    • Customization of AutoML models - A must needed capability to be able to tweak hyperparameters and also working with different models
    • Model Explainability -Providing more comprehensive explanations about how models are utilizing features could be very beneficial
    • Model versioning and experiments tracking - Enhancing the versioning capability could be good for end users
    Incentivized
    Read full review
    Tableau
    • Tableau Server has had some issue handling some of our larger data sets. Our extract refreshes fail intermittently with no obvious error that we can fix
    • Tableau Server has been hard to work with before they launched their new Rest API, which is also a little tricky to work with
    Incentivized
    Read full review
    Likelihood to Renew
    Google
    No answers on this topic
    Tableau
    It simply is used all the time by more and more people. Migrating to something else would involve lots of work and lots of training. The renewal fee being fair, it simply isn't worth migrating to a different tool for now.
    Incentivized
    Read full review
    Usability
    Google
    No answers on this topic
    Tableau
    Tableau Server takes training and experience in order to unlock the application's full potential. This is best handled by a qualified data scientist or data analytics manager. Tableau user interface layout, nomenclature, and command structure take time and training to become proficient with. Integration and connectivity require proper IT developer support.
    Incentivized
    Read full review
    Reliability and Availability
    Google
    No answers on this topic
    Tableau
    Our instance of Tableau Server was hosted on premises (I believe all instances are) so if there were any outages it was normally due to scheduled maintenance on our end. If the Tableau server ever went down, a quick restart solved most issues
    Read full review
    Performance
    Google
    Google is always top notch with their security and user interface performance. We use Google's entire suite in our business anyways, so using Vertex became second nature very quickly. I will say, though, that Google does need to come down on the price somewhat with their token allocation. Also, their UI is very robust, so it does require some time for training to really master it.
    Incentivized
    Read full review
    Tableau
    While there are definitely cases where a user can do things that will make a particular worksheet or dashboard run slowly, overall the performance is extremely fast. The user experience of exploratory analysis particularly shines, there's nothing out there with the polish of Tableau.
    Read full review
    Support Rating
    Google
    No answers on this topic
    Tableau
    We have consistently had highly satisfactory results every time we've reached out for help. Our contractor, used for Tableau server maintenance and dashboard development is very technically skilled. When he hits a roadblock on how to do something with Tableau, the support staff have provided timely and useful guidance. He frequently compares it to Cognos and says that while Cognos has capabilities Tableau doesn't, the bottom line value for us is a no-brainer
    Incentivized
    Read full review
    In-Person Training
    Google
    No answers on this topic
    Tableau
    In our case, they hired a private third party consultant to train our dept. It was extremely boring and felt like it dragged on. Everything I learned was self taught so I was not really paying attention. But I do think that you can easily spend a week on the tool and go over every nook and cranny. We only had the consultant in for a day or two.
    Read full review
    Online Training
    Google
    No answers on this topic
    Tableau
    The Tableau website is full of videos that you can follow at your own pace. As a very small company with a Tableau install, access to these free resources was incredibly useful to allowing me to implement Tableau to its potential in a reasonable and proportionate manner.
    Read full review
    Implementation Rating
    Google
    No answers on this topic
    Tableau
    Implementation was over the phone with the vendor, and did not go particularly well. Again, think this was our fault as our integration and IT oversight was poor, and we made errors. Would they have happened had a vendor been onsite? Not sure, probably not, but we probably wouldn't have paid for that either
    Read full review
    Alternatives Considered
    Google
    We tend to adapt and use the platform that suits the customers needs the best. We return to Vertex AI because it is the most in-depth option out there so we can configure it any which way they want. However, it is not quick to market and constantly changing or updating it's feature-set. This makes it suitable for bigger customers that have the capital and time to spend on a bigger project that is well researched and not quick to market like some of the other options that feel like a light-version of this.
    Incentivized
    Read full review
    Tableau
    Today, if my shop is largely Microsoft-centric, I would be hard pressed to choose a product other than Power BI. Tableau was the visualization leader for years, but Microsoft has caught up with them in many areas, and surpassed them in some. Its ability to source, transform, and model data is superior to Tableau. Tableau still has the lead in some visualizations, but Power BI's rise is evidenced by its ever-increasing position in the leadership section of the Gartner Magic Quadrant.
    Incentivized
    Read full review
    Return on Investment
    Google
    • It is pay as you go model so it'll save more cost of your org. In our case previously we used to incurred 1-2L/Month now we are reduced it to 80k-1L.
    • It'll help you save your model training & model selection time as it provides pre-trained models in autoML.
    • It'll help you in terms of Security wherein we can use row level security access to authorized persons.
    Incentivized
    Read full review
    Tableau
    • Tableau does take dedicated FTE to create and analyze the data. It's too complex (and powerful) a product not to have someone dedicated to developing with it.
    • There are some significant setup for the server product.
    • Once sever setup is complete, it's largely "fire and forget" until an update is necessary. The server update process is cumbersome.
    Incentivized
    Read full review
    ScreenShots

    Gemini Enterprise Agent Platform Screenshots

    Screenshot of an introduction to generative AI on Vertex AI - Vertex AI Studio offers a Google Cloud console tool for rapidly prototyping and testing generative AI models.Screenshot of gen AI for summarization, classification, and extraction - Text prompts can be created to handle any number of tasks with Vertex AI’s generative AI support. Some of the most common tasks are classification, summarization, and extraction. Vertex AI’s PaLM API for text can be used to design prompts with flexibility in terms of their structure and format.Screenshot of Custom ML training overview and documentation - An overview of the custom training workflow in Vertex AI, the benefits of custom training, and the various training options that are available. This page also details every step involved in the ML training workflow from preparing data to predictions.Screenshot of ML model training and creation -  A guide that shows how Vertex AI’s AutoML is used to create and train custom machine learning models with minimal effort and machine learning expertise.Screenshot of deployment for batch or online predictions - When using a model to solve a real-world problem, the Vertex AI prediction service can be used for batch and online predictions.

    Tableau Server Screenshots

    Screenshot of Tableau Server interface and administration view 1.Screenshot of Tableau Server interface and administration view 2.Screenshot of Tableau Server permissions view.Screenshot of Tableau Services Manager (TSM) view 1.Screenshot of Tableau Services Manager (TSM) view 2.