--- title: Azure Machine Learning Reviews meta\_title: 'Azure Machine Learning Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 90 reviews by the users' company size, role or industry to find out how Azure Machine Learning works for a business like yours. aggregate\_rating: rating\_value: 4.3 review\_count: 90 scale: '5' date\_modified: '2026-08-09' parent\_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- # Azure Machine Learning Reviews & Product Details Claimed ###### Profile Status This profile is currently managed by Azure Machine Learning but has limited features. Are you part of the Azure Machine Learning team? [Upgrade your plan](https://sell.g2.com) to enhance your branding and engage with visitors to your profile! Azure Machine Learning is an enterprise-grade service that facilitates the end-to-end machine learning lifecycle, enabling data scientists and developers to build, train, and deploy models efficiently. Key Features and Functionality: - Data Preparation: Quickly iterate data preparation on Apache Spark clusters within Azure Machine Learning, interoperable with Microsoft Fabric. - Feature Store: Increase agility in shipping your models by making features discoverable and reusable across workspaces. - AI Infrastructure: Take advantage of purpose-built AI infrastructure uniquely designed to combine the latest GPUs and InfiniBand networking. - Automated Machine Learning: Rapidly create accurate machine learning models for tasks including classification, regression, vision, and natural language processing. - Responsible AI: Build responsible AI solutions with interpretability capabilities. Assess model fairness through disparity metrics and mitigate unfairness. - Model Catalog: Discover, fine-tune, and deploy foundation models from Microsoft, OpenAI, Hugging Face, Meta, Cohere, and more using the model catalog. - Prompt Flow: Design, construct, evaluate, and deploy language model workflows with prompt flow. - Managed Endpoints: Operationalize model deployment and scoring, log metrics, and perform safe model rollouts. Primary Value and Solutions Provided: Azure Machine Learning accelerates time to value by streamlining prompt engineering and machine learning model workflows, facilitating faster model development with powerful AI infrastructure. It streamlines operations by enabling reproducible end-to-end pipelines and automating workflows with continuous integration and continuous delivery (CI/CD). The platform ensures confidence in development through unified data and AI governance with built-in security and compliance, allowing compute to run anywhere for hybrid machine learning. Additionally, it promotes responsible AI by providing visibility into models, evaluating language model workflows, and mitigating fairness, biases, and harm with built-in safety systems. * * * Seller [Microsoft](https://www.g2.com/sellers/microsoft) Discussions [Azure Machine Learning Community](https://www.g2.com/products/microsoft-azure-machine-learning/discuss) Solution Type All-in-One Overview by Don Scott (GM, AI Product @ Microsoft) Show More ## Value at a Glance Averages based on real user reviews. ### Time to Implement 3 months ### Return on Investment 11 months [ View More Pricing Information ](https://www.g2.com/products/microsoft-azure-machine-learning/pricing) ## Top-Rated Alternatives [ ![Gemini Enterprise Agent Platform](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Gemini Enterprise Agent Platform") Gemini Enterprise Agent Platform 4.3/5(745) ](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) [ ![Dataiku](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Dataiku") Dataiku 4.4/5(224) ](https://www.g2.com/products/dataiku/reviews) [ ![Amazon SageMaker](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Amazon SageMaker") Amazon SageMaker 4.3/5(57) ](https://www.g2.com/products/amazon-sagemaker/reviews) [ View All Alternatives ](https://www.g2.com/products/microsoft-azure-machine-learning/competitors/alternatives) ## User Insights Average based on 90 real user reviews. Implementation Time 3 months Perceived Cost $$$$$ [Log in to unlock pricing and user insights](/login) ![Vytas J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Vytas J.") VJ Vytas J. Field CTO – Cybersecurity Information Technology and Services Enterprise (\> 1000 emp.) 5/21/2026 "An Enterprise-Grade Way to Operationalize ML" 4/5 What do you like best about Azure Machine Learning? It’s best for giving us an enterprise way to operationalize ML, without having to stitch everything together ourselves. Review collected by and hosted on G2.com. What do you dislike about Azure Machine Learning? Probably the main issue is that it can feel complex and heavy at times for some of our teams who aren’t yet very mature with Azure and DevOps practices. Review collected by and hosted on G2.com. What problems is Azure Machine Learning solving and how is that benefiting you? It takes ML from experimentation into production in a controlled, enterprise, prime-time-ready way. It also means our teams aren’t working in isolated notebook deployments, and instead have a better way to work and experiment. Review collected by and hosted on G2.com. Show More Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise.G2 IconValidated ReviewerIncentivizedSource: G2 invite ![Diego Felipe M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Diego Felipe M.") DM Diego Felipe M. C# consultant Small-Business (50 or fewer emp.) 3/25/2025 "Powerful and easy to use machine learning platform" 4/5 What do you like best about Azure Machine Learning? The service is easy to use and have many interesting features to upload data and catch patterns along them, the interface can be better but compliments my needs. If you have doubts about the implementation are many information in the web or you can request help from the microsoft support directly. Review collected by and hosted on G2.com. What do you dislike about Azure Machine Learning? Once you learn how to work with this service is easy to use, but the user interface feels disordered and you may do many clicks to find the desired option. Review collected by and hosted on G2.com. What problems is Azure Machine Learning solving and how is that benefiting you? I´m learning about the implementation of AI transformer models, azure is one of the easiest platform to use in training tasks, so I use it frequently to try models and play how to implement it in many small scenarios, for instance, the planning of better provisioning routes for local stores taking in account the current inventory updated in real time. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![FAHAD A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "FAHAD A.") FA FAHAD A. Microsoft Support Engineer Enterprise (\> 1000 emp.) 4/27/2024 "Highly Recommend Azure Machine Learning for Seamless AI Development" 4/5 What do you like best about Azure Machine Learning? One of the standout features of Azure Machine Learning is its scalability and integration with other Azure services. It allows seamless deployment and management of machine learning models, making it easier to leverage the power of AI in various applications. Review collected by and hosted on G2.com. What do you dislike about Azure Machine Learning? One potential downside is the learning curve for users who are new to Azure or machine learning in general. It can take some time to become familiar with the platform’s tools and processes. Review collected by and hosted on G2.com. What problems is Azure Machine Learning solving and how is that benefiting you? Azure Machine Learning helps solve a variety of problems related to building, deploying, and managing machine learning models. It streamlines the development process, facilitates collaboration among team members, automates model deployment, and provides scalability. These benefits translate into faster development cycles, improved model performance, and increased efficiency, ultimately helping me deliver better AI solutions to clients or stakeholders. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![AMIT P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "AMIT P.") AP AMIT P. Software Engineer Enterprise (\> 1000 emp.) 4/26/2024 "Azure ML" 4/5 What do you like best about Azure Machine Learning? Its easy to use and get started. We can deploy the models as a web service very efficiently using Azure ML Review collected by and hosted on G2.com. What do you dislike about Azure Machine Learning? It's a bit tough to integrate the data while creating new models Review collected by and hosted on G2.com. What problems is Azure Machine Learning solving and how is that benefiting you? It would be difficult to prepare everything from scratch to train the models. With Azure Machine Learning its easy to experiment. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Information Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Services") UI Verified User in Information Services Enterprise (\> 1000 emp.) 5/17/2024 "Positive experience using Azure Machine Learning" 4/5 What do you like best about Azure Machine Learning? I like that it can be used by a beginner like me. I have recently begun exploring different services for analyzing ML models, and I feel relatively comfortable with AML even as a beginner. Review collected by and hosted on G2.com. What do you dislike about Azure Machine Learning? I had a hard time setting up the integrations with tools outside of the Azure ecosystem. It is a bit time consuming. Review collected by and hosted on G2.com. What problems is Azure Machine Learning solving and how is that benefiting you? I find AML to be extremely useful in helping me to predict retention, expansion and risk across existing key accounts. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Simran R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Simran R.") SR Simran R. Cloud Engineer Information Technology and Services Mid-Market (51-1000 emp.) 5/24/2023 "Azure Machine Learning Studio Review" 3.5/5 What do you like best about Azure Machine Learning? Overall, the experience is good as I can explore the public models and if people are new to ML then Azure ML studio is great to start with as it does involve minimum coding knowledge. Also, it has an interactive UI. Review collected by and hosted on G2.com. What do you dislike about Azure Machine Learning? It is mid-tier, so there are a lot of features that are not available currently. Also, cost is one of the factors. It is no so compatible with Tensorflow or some models. Review collected by and hosted on G2.com. What problems is Azure Machine Learning solving and how is that benefiting you? Was using it for testing purposes along with Tensorflow and by connecting to the database, we can run queries and use built-in algorithms. The implementation is simple, and the template can be recycled if needed. Azure ML provides a sample code that shows how to connect the model to our existing application. Review collected by and hosted on G2.com. Show More 4/13/2024 Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Computer Software](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Software") UC Verified User in Computer Software Enterprise (\> 1000 emp.) 6/6/2023 "Useful" 3.5/5 What do you like best about Azure Machine Learning? I like how it is a one-stop way to manage, train, and deploy models. It is very useful for deploying models to an endpoint and monitoring performance. Review collected by and hosted on G2.com. What do you dislike about Azure Machine Learning? It can feel kind of bloated sometimes in terms of the number of features. Sometimes I use a different solution when I only want to use one or two of the things that ML Studio offers. Review collected by and hosted on G2.com. What problems is Azure Machine Learning solving and how is that benefiting you? It solves the problem of training, deploying, and monitoring machine learning models in a production-ready environment. It allows me to deploy models to endpoints to be accessible via API call. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Zayed R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Zayed R.") ZR Zayed R. Programmer Analyst Enterprise (\> 1000 emp.) 8/19/2020 "Easy to build the machine learing model and deploy in the cloud" 4/5 What do you like best about Azure Machine Learning? For a data scientist, azure machine learning provides a numerous number of component is available to create the model. \* Easy to deploy the model \*Easy to create the experiment Review collected by and hosted on G2.com. What do you dislike about Azure Machine Learning? Difficult to integrate the data for creating the model Review collected by and hosted on G2.com. What problems is Azure Machine Learning solving and how is that benefiting you? Easly to train, build, deploy and monitor the machine learning model. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Retail](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Retail") CR Verified User in Retail Small-Business (50 or fewer emp.) 7/26/2020 "Easy handle machine learning" 3.5/5 What do you like best about Azure Machine Learning? I like the most about Microsoft machine learning server it's very easy to start.And it is also flexible to add additional things on the fly so I really like the flexibility Microsoft machine learning server is providing. Review collected by and hosted on G2.com. What do you dislike about Azure Machine Learning? limitation to Microsoft technologies and less flexibility in terms of multi technology integration Review collected by and hosted on G2.com. What problems is Azure Machine Learning solving and how is that benefiting you? Usually last 6 months we are into linear and k means. Benefit I am saying it is really where a Microsoft machine learning is handling the data sets and compare. Awesome experience very easy Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![AMIT J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "AMIT J.") AJ AMIT J. Data Scientist L3 Small-Business (50 or fewer emp.) 7/17/2020 "Excellent" 4/5 What do you like best about Azure Machine Learning? This server consists of all machine learning algorithm Review collected by and hosted on G2.com. What do you dislike about Azure Machine Learning? Some more examples should be given for practice Review collected by and hosted on G2.com. Recommendations to others considering Azure Machine Learning: It is easy to use Review collected by and hosted on G2.com. What problems is Azure Machine Learning solving and how is that benefiting you? Regression classification clustering easy to use Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ## Questions about Azure Machine Learning? Ask real users or explore answers from the community Get practical answers, real workflows, and honest pros and cons from the G2 community or share your insights. [ Ask about Azure Machine Learning ](https://www.g2.com/products/microsoft-azure-machine-learning/discussions/new) GU Guest User • Last activity 3 months ago What is Azure Machine Learning Studio used for? 0 Upvotes 1 [ Join the conversation ](https://www.g2.com/discussions/what-is-azure-machine-learning-studio-used-for) [ View all Discussions ](https://www.g2.com/products/microsoft-azure-machine-learning/discuss) ## Pricing Insights Averages based on real user reviews. ### Time to Implement 3 months ### Return on Investment 11 months ### Average Discount 9% [ View More Pricing Information ](https://www.g2.com/products/microsoft-azure-machine-learning/pricing) Azure Machine Learning Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_b3390b4cc3d92e87d570895f7358c003/amazon-sagemaker.jpg "Product Avatar Image") Amazon SageMaker 4.3/5(57) [ Compare Now ](https://www.g2.com/compare/amazon-sagemaker-vs-microsoft-azure-machine-learning) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_5015a6ccbbe12278ba4392c1c0d806be/ibm-watson-studio.png "Product Avatar Image") IBM Watson Studio 4.2/5(170) [ Compare Now ](https://www.g2.com/compare/microsoft-azure-machine-learning-vs-ibm-watson-studio) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_aeae116c52945fdecd7ed16d621cb315/gemini-enterprise-agent-platform.png "Product Avatar Image") Gemini Enterprise Agent Platform 4.3/5(745) [ Compare Now ](https://www.g2.com/compare/microsoft-azure-machine-learning-vs-gemini-enterprise-agent-platform) ##### ##### Azure Machine Learning Features Model Development Language Support Drag and Drop Pre-Built Algorithms Machine/Deep Learning Services Computer Vision Natural Language Processing Natural Language Generation Deployment Managed Service Application Scalability System Data Ingestion & Wrangling [ View More Features ](https://www.g2.com/products/microsoft-azure-machine-learning/features) ##### Categories on G2 [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)[Generative AI Infrastructure](https://www.g2.com/categories/generative-ai-infrastructure)[MLOps Platforms](https://www.g2.com/categories/mlops-platforms) [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)[Generative AI Infrastructure](https://www.g2.com/categories/generative-ai-infrastructure)[MLOps Platforms](https://www.g2.com/categories/mlops-platforms)[Large Language Model Operationalization (LLMOps)](https://www.g2.com/categories/large-language-model-operationalization-llmops)[Low-Code Machine Learning Platforms](https://www.g2.com/categories/low-code-machine-learning-platforms) [Show MoreShow Less](javascript:void(0);) ##### Explore More [What is the top-rated incident management software for enterprise IT teams?](https://www.g2.com/discussions/what-is-the-top-rated-incident-management-software-for-enterprise-it-teams)[Best digital experience platforms for small businesses](https://www.g2.com/discussions/best-digital-experience-platforms-for-small-business)[Bonusly vs Workhuman for a company that wants a proper recognition program but does not want to pay enterprise rates for a 200-person team?](https://www.g2.com/discussions/bonusly-vs-workhuman-for-a-company-that-wants-a-proper-recognition-program-but-does-not-want-to-pay-enterprise-rates-for-a-200-person-team) [Recommendations for top help desk tools for SaaS companies](https://www.g2.com/discussions/what-are-the-best-help-desk-tools-for-saas-companies)[What is the most user-friendly visual configuration app for letting customers customize cars online where the experience needs to feel premium rather than clunky?](https://www.g2.com/discussions/what-is-the-most-user-friendly-visual-configuration-app-for-letting-customers-customize-cars-online-where-the-experience-needs-to-feel-premium-rather-than-clunky)[Pros and Cons Details](https://www.g2.com/products/microsoft-azure-machine-learning/reviews?qs=pros-and-cons) [Show MoreShow Less](javascript:void(0);)