--- 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) ![Giridharan U.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Giridharan U.") GU Giridharan U. Technical Architect Enterprise (\> 1000 emp.) 5/20/2026 "Cost-Efficient Medical Data Integration Backed by Great Support" 5/5 What do you like best about Azure Machine Learning? I used it to integrate our medical data for user data processing. The solution was cost-efficient, and we also received good support from the customer support team. Review collected by and hosted on G2.com. What do you dislike about Azure Machine Learning? The initial learning curve was quite steep, and it was a bit difficult at first. However, with help from customer support, we were able to work through it. Review collected by and hosted on G2.com. What problems is Azure Machine Learning solving and how is that benefiting you? Big data processing and extracting insights from our in-house data, along with easy and effective dashboarding for stakeholders, were among the key benefits for the stakeholders. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Dallas K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Dallas K.") DK Dallas K. Mid-Market (51-1000 emp.) 1/31/2024 "Transitioning to Azure Machine Learning" 4.5/5 What do you like best about Azure Machine Learning? Azure Machine Learning uses a layered form to building your custom learning application. If you keep the structure very simplified you can build your data sets into separate groups and reference them only when you need them and assign access to individuals, flagging data for further human review. Review collected by and hosted on G2.com. What do you dislike about Azure Machine Learning? Customization limitations, for example, if Azure Machine Learning was like building a house, your pre-built walls, doors, and windows, help you get "started" quickly and easily, even if you're not a professional builder. But if you have a very specific design in mind, or if you need to accommodate unusual features, you might need to custom-build some components yourself. Since this is such a specialized software within Azure, it's unlikely you'll find anyone quickly to help with this or be able to outsource it and explain the details to them to actually help you. So this could mean long hours just doing trial and error until you get the desired results. Review collected by and hosted on G2.com. What problems is Azure Machine Learning solving and how is that benefiting you? MSPs like us are constantly monitoring their clients' networks for security threats. This can be a time-consuming and resource-intensive task, especially with the ever-evolving threat landscape. Azure Machine Learning can analyze vast amounts of network data to identify patterns and anomalies that might indicate potential security threats. This allows us to proactively identify and respond to threats before they can cause damage for the customer. Review collected by and hosted on G2.com. Show More 2/20/2024 Current UserValidated ReviewerIncentivizedSource: G2 invite ![Jatin s.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Jatin s.") JS Jatin s. IT Engineer L3 Mid-Market (51-1000 emp.) 4/14/2024 "Cloud Service by Microsoft" 4.5/5 What do you like best about Azure Machine Learning? Azure machine learning is a powerful cloud service which manages the machine learning project lifecycle. It allows us to collaborate with team via notebooks, serverless computing, data and more. We can deploy Machine Learning models easily with scalability and can govern them with MLOpe. Review collected by and hosted on G2.com. What do you dislike about Azure Machine Learning? Thee free version have limited storage which restrics us for larger projects Lot of issues while integrating with Tenserflow. The cost should have been less as there are some cons for Azure machine learning. Review collected by and hosted on G2.com. What problems is Azure Machine Learning solving and how is that benefiting you? Azure Machine learning copies data from some source and copies it back to Azure Data Lake Storage and stores in Machine Learning Database. Azure Kubernetes does eal time scoring. Azure Machine Learning have been helpful when doing recommendations over customer purchases, traffic analysis. Azure Machine Learning have low restriction on some tools which makes it user friendly. The predictions are more accurate on algorithms. To import the data, infound it very simple. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Satyam P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Satyam P.") SP Satyam P. Associate software trainee Mid-Market (51-1000 emp.) 4/28/2024 "Azure machine learning: the power of AI" 5/5 What do you like best about Azure Machine Learning? Azure machine learning offers several compelling features but if I had to choose one it would be it's seamless integration with other azure services. It provides a comprehensive ecosystem for cloud computing and azure machine learning leverages this ecosystem to enable smooth data preparation, model training, deployment and monitoring. Review collected by and hosted on G2.com. What do you dislike about Azure Machine Learning? It is a powerful platform with many benefits but there are areas where it could be more user friendly, cost effective and perfomant. Review collected by and hosted on G2.com. What problems is Azure Machine Learning solving and how is that benefiting you? With azure machine learning, I'm solving many such task as experiment efficiently, scale effortlessly, collaborative and deploy reliable. Overall, azure machine learning helps me overcome the complexities and challenges of building and deploying machine learning solutions, allowing me to focus on deliving value and solving real world problema more efficiency. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Elian Jared G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Elian Jared G.") EG Elian Jared G. Especialista en ciberseguridad Mid-Market (51-1000 emp.) 4/17/2024 "Azure Machine Learning for cybersecurity" 5/5 What do you like best about Azure Machine Learning? This product help me to traing models for my cybersecurity projects, making my job better and easier. Now its part of my daily products, cause its easy to train, implement and integrate with my tools and projects. Review collected by and hosted on G2.com. What do you dislike about Azure Machine Learning? The cost can be a limit but the you realise that totally worths Review collected by and hosted on G2.com. What problems is Azure Machine Learning solving and how is that benefiting you? With this product i can get better recomendations by doing cybersecurity assessments Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Vishwas D.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Vishwas D.") VD Vishwas D. Software Engineer Mid-Market (51-1000 emp.) 4/27/2024 "Azure ML Review" 5/5 What do you like best about Azure Machine Learning? There is many things which I like about Azure Machine Learning but one of the best thing it's scalability according to the requirements which makes it cost efficient. Review collected by and hosted on G2.com. What do you dislike about Azure Machine Learning? There is no such thing to dislike but if I have to choose one than it takes time to master it. Review collected by and hosted on G2.com. What problems is Azure Machine Learning solving and how is that benefiting you? There are many other options in the market but It is best fit according to our requirements like scalability, Cost, and easy to implement in our exciting infrastructure. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Gaurav P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Gaurav P.") GP Gaurav P. Associate Software Engineer Enterprise (\> 1000 emp.) 5/20/2024 "The awesome experience with Azure Machine Learning" 5/5 What do you like best about Azure Machine Learning? The think I like best about Azure Machine is the ease to use for normal users and the user experience Review collected by and hosted on G2.com. What do you dislike about Azure Machine Learning? The I dislike is the limit or service if its more then It would be great Review collected by and hosted on G2.com. What problems is Azure Machine Learning solving and how is that benefiting you? It is solving the problem of deploying and managing the quality model and it is benefiting me by saving a lot or time and effort Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Sreenivasa Rao R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sreenivasa Rao R.") SR Sreenivasa Rao R. Sr.Manager Architect Enterprise (\> 1000 emp.) 5/1/2024 "Azure ML" 5/5 What do you like best about Azure Machine Learning? Most of the services are predefined to meet the business needs.Easy to create the experiment, understanding of the algorithm is easy and we can able to deploy the model as a web service. Review collected by and hosted on G2.com. What do you dislike about Azure Machine Learning? Nothing specific to explain, However cost wise Azure can rethink to provide competitive pricing Review collected by and hosted on G2.com. What problems is Azure Machine Learning solving and how is that benefiting you? We deployed for identifying AEs in Pharma products Review collected by and hosted on G2.com. Show More 5/2/2025 Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Food & Beverages](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Food & Beverages") UF Verified User in Food & Beverages Enterprise (\> 1000 emp.) 10/5/2023 "Azure ML Studio is an efficient environment for Machine Learning Experiments" 4.5/5 What do you like best about Azure Machine Learning? Azure Machine Learning Studio is an efficient environment to launch and monitor machine learning jobs and experiments. It is easy to use and implement jobs with integrated VS Code, Jupyter Lab, and Terminal. The UI is intuitive with a number of features like Job Overview, Metrics, Docker Images, Log view, Explanations, Model Monitoring and Code Files containing the model settings. As my frequency of use is daily I leverage the code and log features to assess the model settings and warning/info logs in runtime. The customer support for Azure Stack is awesome with proper documentations and community support. Review collected by and hosted on G2.com. What do you dislike about Azure Machine Learning? The lack of metric support and cascading of jobs is missing, which I would like in Azure ML. Also a few flows are non-intuitive including the back from compute to Jobs. Review collected by and hosted on G2.com. What problems is Azure Machine Learning solving and how is that benefiting you? Azure ML is used by our Machine Learning & Optimization Experiments & Jobs for the Market Mix Model used in our company. We run and assess the ML jobs using the AML platform. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Vishal U.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Vishal U.") VU Vishal U. Analyst Small-Business (50 or fewer emp.) 4/11/2024 "A delightful and comprehensive machine learning tool - Azure" 4.5/5 What do you like best about Azure Machine Learning? Azure machine learning has all the potential capabilities for dataset training and developed for user interaction at its best Review collected by and hosted on G2.com. What do you dislike about Azure Machine Learning? Some features like preview are missing while on training step as some unnecessary data loading might occur Review collected by and hosted on G2.com. What problems is Azure Machine Learning solving and how is that benefiting you? We are training data set for features addition in the end to end product 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);)