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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

    Microsoft Power BI

    Score8.5 out of 10
    N/AMicrosoft Power BI is a visualization and data discovery tool from Microsoft. It allows users to convert data into visuals and graphics, visually explore and analyze data, collaborate on interactive dashboards and reports, and scale across their organization with built-in governance and security.

    $168

    per year per user

    Pricing
    Gemini Enterprise Agent PlatformMicrosoft Power BI
    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
    Power BI Pro
    $14
    per month (billed annually) per user
    Power BI Premium
    $24
    per month (billed annually) per user
    Offerings
    Pricing Offerings
    Gemini Enterprise Agent PlatformMicrosoft Power BI
    Free Trial
    YesYes
    Free/Freemium Version
    YesYes
    Premium Consulting/Integration Services
    NoNo
    Entry-level Setup FeeOptionalNo setup fee
    Additional DetailsPricing is based on the Vertex AI tools and services, storage, compute, and Google Cloud resources used.Power BI Desktop is the data exploration and report authoring experience for Power BI, and is available as a free download.
    More Pricing Information
    Community Pulse
    Gemini Enterprise Agent PlatformMicrosoft Power BI
    Considered Both Products
    Google
    No answer on this topic
    Microsoft
    No answer on this topic
    Key User Insights
    Would buy again
    93%
    Would buy again
    14 Answers
    96%
    Would buy again
    110 Answers
    Delivers good value for the price
    92%
    Delivers good value for the price
    12 Answers
    97%
    Delivers good value for the price
    103 Answers
    Happy with the feature set
    87%
    Happy with the feature set
    13 Answers
    97%
    Happy with the feature set
    112 Answers
    Lived up to sales and marketing promises
    78%
    Lived up to sales and marketing promises
    7 Answers
    99%
    Lived up to sales and marketing promises
    69 Answers
    Implementation went as expected
    86%
    Implementation went as expected
    12 Answers
    95%
    Implementation went as expected
    73 Answers
    Features
    Gemini Enterprise Agent PlatformMicrosoft Power BI
    AI Development
    Comparison of AI Development features of Gemini Enterprise Agent Platform and Microsoft Power BI
    Feature
    Gemini Enterprise Agent Platform
    8.6
    2 Ratings
    14% above category average
    Microsoft Power BI
    -
    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 Microsoft Power BI
    Feature
    Gemini Enterprise Agent Platform
    -
    Ratings
    Microsoft Power BI
    8.1
    198 Ratings
    1% below category average
    Pixel Perfect reports00 Ratings8.1169 Ratings
    Customizable dashboards00 Ratings8.6197 Ratings
    Report Formatting Templates00 Ratings7.7180 Ratings
    Ad-hoc Reporting
    Comparison of Ad-hoc Reporting features of Gemini Enterprise Agent Platform and Microsoft Power BI
    Feature
    Gemini Enterprise Agent Platform
    -
    Ratings
    Microsoft Power BI
    7.9
    196 Ratings
    1% below category average
    Drill-down analysis00 Ratings8.4193 Ratings
    Formatting capabilities00 Ratings7.7193 Ratings
    Integration with R or other statistical packages00 Ratings7.4143 Ratings
    Report sharing and collaboration00 Ratings8.2191 Ratings
    Report Output and Scheduling
    Comparison of Report Output and Scheduling features of Gemini Enterprise Agent Platform and Microsoft Power BI
    Feature
    Gemini Enterprise Agent Platform
    -
    Ratings
    Microsoft Power BI
    7.9
    189 Ratings
    4% below category average
    Publish to Web00 Ratings8.1179 Ratings
    Publish to PDF00 Ratings7.7174 Ratings
    Report Versioning00 Ratings7.7145 Ratings
    Report Delivery Scheduling00 Ratings8.3148 Ratings
    Delivery to Remote Servers00 Ratings7.9111 Ratings
    Data Discovery and Visualization
    Comparison of Data Discovery and Visualization features of Gemini Enterprise Agent Platform and Microsoft Power BI
    Feature
    Gemini Enterprise Agent Platform
    -
    Ratings
    Microsoft Power BI
    7.7
    189 Ratings
    4% below category average
    Pre-built visualization formats (heatmaps, scatter plots etc.)00 Ratings8.3183 Ratings
    Location Analytics / Geographic Visualization00 Ratings8.1168 Ratings
    Predictive Analytics00 Ratings7.2138 Ratings
    Pattern Recognition and Data Mining00 Ratings7.339 Ratings
    Access Control and Security
    Comparison of Access Control and Security features of Gemini Enterprise Agent Platform and Microsoft Power BI
    Feature
    Gemini Enterprise Agent Platform
    -
    Ratings
    Microsoft Power BI
    8.3
    180 Ratings
    2% below category average
    Multi-User Support (named login)00 Ratings8.6169 Ratings
    Role-Based Security Model00 Ratings8.1148 Ratings
    Multiple Access Permission Levels (Create, Read, Delete)00 Ratings8.1160 Ratings
    Report-Level Access Control00 Ratings8.149 Ratings
    Single Sign-On (SSO)00 Ratings8.5141 Ratings
    Mobile Capabilities
    Comparison of Mobile Capabilities features of Gemini Enterprise Agent Platform and Microsoft Power BI
    Feature
    Gemini Enterprise Agent Platform
    -
    Ratings
    Microsoft Power BI
    7.9
    162 Ratings
    3% above category average
    Responsive Design for Web Access00 Ratings7.6152 Ratings
    Mobile Application00 Ratings7.5133 Ratings
    Dashboard / Report / Visualization Interactivity on Mobile00 Ratings7.8155 Ratings
    Application Program Interfaces (APIs) / Embedding
    Comparison of Application Program Interfaces (APIs) / Embedding features of Gemini Enterprise Agent Platform and Microsoft Power BI
    Feature
    Gemini Enterprise Agent Platform
    -
    Ratings
    Microsoft Power BI
    7.6
    116 Ratings
    2% below category average
    REST API00 Ratings7.7104 Ratings
    Javascript API00 Ratings7.485 Ratings
    iFrames00 Ratings8.055 Ratings
    Java API00 Ratings6.769 Ratings
    Themeable User Interface (UI)00 Ratings7.291 Ratings
    Customizable Platform (Open Source)00 Ratings8.444 Ratings
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    Gemini Enterprise Agent PlatformMicrosoft Power BI
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    Score7.8 out of 10
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    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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    All AlternativesView all alternativesView all alternatives
    User Ratings
    Gemini Enterprise Agent PlatformMicrosoft Power BI
    Likelihood to Recommend
    7.6
    (15 ratings)
    8.6
    (199 ratings)
    Likelihood to Renew
    -
    (0 ratings)
    9.6
    (3 ratings)
    Usability
    -
    (0 ratings)
    8.3
    (115 ratings)
    Performance
    7.6
    (12 ratings)
    -
    (0 ratings)
    Support Rating
    -
    (0 ratings)
    10.0
    (52 ratings)
    Implementation Rating
    -
    (0 ratings)
    9.0
    (1 ratings)
    Configurability
    7.8
    (12 ratings)
    -
    (0 ratings)
    Data Sharing and Collaboration
    -
    (0 ratings)
    8.5
    (82 ratings)
    Data Sources
    -
    (0 ratings)
    9.0
    (81 ratings)
    User Testimonials
    Gemini Enterprise Agent PlatformMicrosoft Power BI
    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
    Microsoft
    Has significantly improved collation of data and visualisation especially with business across Europe. Has given me the ability to see the Site availability at the click of a button to see which Site is in the "money" and seize opportunities based on Market data
    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
    Microsoft
    • Options for data source connections are immense. Not just which sources, but your options for *how* the data is brought in.
    • Constant updates (this is both good and bad at times).
    • User friendliness. I can get the data connections set up and draft some quick visuals, then release to the target audience and let them expand on it how they want to.
    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
    Microsoft
    • It would be easier for users could Microsoft Power BI and Excel used the same programming languages.
    • Would like to see the online version of Microsoft Power BI be as powerful as the desktop version.
    • Publishing a Microsoft Power BI file online and then having to save the file is somewhat redundant.
    • Would like to export each page or chart as an image.
    Incentivized
    Read full review
    Likelihood to Renew
    Google
    No answers on this topic
    Microsoft
    Microsoft Power BI is an excellent and scalable tool. It has a learning curve, but once you get past that, the sky is the limit and you can build from the most simple to the most complex dashboards. I have built everything from simple reports with only a few data points to complex reports with many pages and advanced filtering.
    Read full review
    Usability
    Google
    No answers on this topic
    Microsoft
    Automating reporting has reduced manual data processing by 50-70%, freeing up analysts for higher-value tasks. A finance team that previously spent 20+ hours per week on Excel-based reports now does it in minutes with Microsoft Power BI's automated Real-time dashboards have shortened decision cycles by 30-40%, enabling leadership to react quickly to sales trends, operational bottlenecks, and customer behavior.
    Incentivized
    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
    Microsoft
    No answers on this topic
    Support Rating
    Google
    No answers on this topic
    Microsoft
    It is a fantastic tool, you can do almost everything related with data and reports, it is a perfect substitutive of Power Point and Excel with a high evolution and flexibility, and also it is very friendly and easy to share. I think all companies should have Power BI (or other BI tool) in their software package and if they are in the MS Suite, for sure Power BI should be the one due to all the benefits of the MS ecosystem.
    Incentivized
    Read full review
    Implementation Rating
    Google
    No answers on this topic
    Microsoft
    It was integrated with our erp easily and was accessible on cloud.
    Incentivized
    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
    Microsoft
    Microsoft Power BI is free. If I didn't want to create a custom platform (i.e. my organization insisted on an existing platform that I *had* to use), I'd use Microsoft Power BI. For any start-up or SMB, I'd just use Claude & Grok to build it quickly, also for free. Would not pay for Tableau or Sigma anymore. Not worth it at all.
    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
    Microsoft
    • Power BI usage reduced the effort of analytical reports creation by about 80%
    • Empowered all the level of employee to be more vigilant of the data and business insights, gained the profit of 8% overall.
    • AI-powered predictive analytics improved forecasting accuracy by 17%, that topped the overall sales.
    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.

    Microsoft Power BI Screenshots

    Screenshot of Microsoft Power BI - Turns insights into impact for business usersScreenshot of Power BI integrates easily with Microsoft 365Screenshot of Microsoft Power BI - AI-Powered CapabilitiesScreenshot of Microsoft Power BI - Copilot can be used to create reportsScreenshot of Microsoft Power BI - Data HubScreenshot of Microsoft Power BI - Scales as organizational needs grow