--- 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) ![Verified User in Management Consulting](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Management Consulting") UM Verified User in Management Consulting Small-Business (50 or fewer emp.) 8/12/2021 "A tool for non-programmers to contribute to data-analysis and (basic) machine learning pipelines" 2.5/5 What do you like best about Azure Machine Learning? Having known the history of this too, which started with Microsoft's purchase of a local DC analytics R shop, "Revolution Analytics" a half decade ago, I think that the product has matured considerably since that time, not only in it's functionality with respect to R, but now expanded to Python. The UI is crisp, and there are a lot of potential modules you can leverage in your analytics pipeline as you author the process from ingestion to output. Review collected by and hosted on G2.com. What do you dislike about Azure Machine Learning? Like SPSS Modeler (and Watson studio), these visual programmatic tools are still limited. You can't easily integrate "cutting edge" procedures which may not yet be even in modern repositories in this environment, and the drag-and-drop process of building your pipeline is so much slower than typing (unless you can't type decently fast). Further, it's easier to get started in the field by just programming since there are so many more help guides and questions/answers in online forums like StackOverflow than there are for a bespoke tool like this one. Review collected by and hosted on G2.com. Recommendations to others considering Azure Machine Learning: If you are thinking Azure as an augmentation to your data science pipeline concerning onboarding non-programming staff to your workflow, this may not work out well. There is a lot one can do with this tool, but it's still limited compared to all the new libraries and functionalities that being developed every day in third-party/open-source. Consider the cost-benefits of purchasing this service vs. hiring a data scientist with sound programming/engineering skills Review collected by and hosted on G2.com. What problems is Azure Machine Learning solving and how is that benefiting you? I used this tool for a limited amount of time as part of my access to Azure cloud. At first, we thought it could be an onboarding ramp for a data analyst to engage in machine learning pipelines Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Edoardo C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Edoardo C.") EC Edoardo C. Data Scientist Information Technology and Services Enterprise (\> 1000 emp.) 9/10/2019 "Machone Learning made accessible to Citizen Data Scientist" 3/5 What do you like best about Azure Machine Learning? Azure Machine Learning most helpful fearures are its ease of use, thanks to its drag and drop user interface, and its cloud-based nature. Review collected by and hosted on G2.com. What do you dislike about Azure Machine Learning? Azure Machine Learning is not flexible enough to people who are able of doing Machine Learning by coding, even if it allow the users to add some custom code. Review collected by and hosted on G2.com. What problems is Azure Machine Learning solving and how is that benefiting you? I've used Azure Machine Learning since I was required to do that at work, according to customer's needs. It was very intuitive to use, and the work went on very smoothly in general. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Seller invite ![Shreyas M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Shreyas M.") SM Shreyas M. Data Scientist Computer Software Mid-Market (51-1000 emp.) 10/1/2019 "Azure needs windows outreach" 2.5/5 What do you like best about Azure Machine Learning? I like the fact that azure is taking initiatives to reach out to the Indian market through Jio. Review collected by and hosted on G2.com. What do you dislike about Azure Machine Learning? I dislike the fact that it is not very easy to provide SaaS very easily and is very complex 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 can think about running a neural network model by renting a instance for 2 hours at a nominal cyber cafe rate Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Seller invite ![Verified User in Marketing and Advertising](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Marketing and Advertising") GM Verified User in Marketing and Advertising Mid-Market (51-1000 emp.) 5/20/2018 "Microsoft review" 2.5/5 What do you like best about Azure Machine Learning? It’s an amazing product with a lot of scope and ways it could improve, this is very good at enabling you to drag and frop without the necessary knowledge of being able to code to the highest level including many packages if you were to custom code Review collected by and hosted on G2.com. What do you dislike about Azure Machine Learning? Nothing really as it is a really great product and helps you learn quickly Review collected by and hosted on G2.com. Recommendations to others considering Azure Machine Learning: This is a great product that will help you in many ways if you are looking for an easy way to impliment code Review collected by and hosted on G2.com. What problems is Azure Machine Learning solving and how is that benefiting you? We are solving the ways in which it helps us run the business on a day to day and benefits us by taking a lot of stress on our hands. This also enables us to code in an easier manner making us manage our time more efficiently Review collected by and hosted on G2.com. Show More 5/22/2018 Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Farming](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Farming") GF Verified User in Farming Enterprise (\> 1000 emp.) 10/6/2018 "It’s good but needs some visual changes." 3/5 What do you like best about Azure Machine Learning? it's easy to deploy and run the models..this is definitely the best part. Review collected by and hosted on G2.com. What do you dislike about Azure Machine Learning? Microsoft UI, its more like a microsoft thing than Machine learning stuff. Review collected by and hosted on G2.com. What problems is Azure Machine Learning solving and how is that benefiting you? Data modeling to predict the traits. Review collected by and hosted on G2.com. Show More 10/29/2018 Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services") GI Verified User in Information Technology and Services Enterprise (\> 1000 emp.) 12/5/2017 "A Balanced product for new bee, than experienced" 3/5 What do you like best about Azure Machine Learning? 1. its easy it to create a web service and then deploy it to production 2. Web Based clean user interface Review collected by and hosted on G2.com. What do you dislike about Azure Machine Learning? Data Shaping/ Data cleaning interface is clunky at the best Trying to upgrade the package from trail gives you no idea about the subscriptions available. Its simply not seemless Review collected by and hosted on G2.com. Recommendations to others considering Azure Machine Learning: Be ready to have custom code and get your hands dirty, there is no way out of having your own deep learning cluster in house and on cloud with GPU (if not multi gpu then at least single gpu). TensorFlow has the highest visibility and resource availability in market currently Review collected by and hosted on G2.com. What problems is Azure Machine Learning solving and how is that benefiting you? 1. training new staff / or new comers to machine learning 2. getting sample use cases for machine learning run on azure (and forget all the headaches involved in setting up environment) Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Paloma D.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Paloma D.") PD Paloma D. Technical Analyst Information Technology and Services Small-Business (50 or fewer emp.) 8/27/2017 "Good for machine learning" 3/5 What do you like best about Azure Machine Learning? I like its ability to analyze complex algorithms and come up with great correlations and regressions. Review collected by and hosted on G2.com. What do you dislike about Azure Machine Learning? I dislike that it has certain limitations, wish it was more sophisticated Review collected by and hosted on G2.com. What problems is Azure Machine Learning solving and how is that benefiting you? It helps with analyzing large datasets and looking for correlations. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Isabel O.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Isabel O.") IO Isabel O. Research Analyst Research Mid-Market (51-1000 emp.) 12/8/2016 "Good tool for users with limited programming experience but not very user friendly" 2.5/5 What do you like best about Azure Machine Learning? I like that people that don't have a lot of programming experience in languages like R or Python can use "templates" for running machine learning algorithms. This makes this tool available for non experts in the field. Review collected by and hosted on G2.com. What do you dislike about Azure Machine Learning? I dislike that the interface is not very user friendly. It took me a while to figure out how to connect the arrows and how the work flow works. I would like it to be more intuitive. Review collected by and hosted on G2.com. Recommendations to others considering Azure Machine Learning: I would recommned it too people with medium programming skills. For people that have enough tools to program wit out I would say there are more benefits of writting your own code. Review collected by and hosted on G2.com. What problems is Azure Machine Learning solving and how is that benefiting you? I am using it to run algorithms and test some machine learning models, and comparing them to stadard regression model using other software. Review collected by and hosted on G2.com. Show More Current UserValidated 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);)