--- title: "Azure Machine Learning Software Pricing, Alternatives & More 2026 | Capterra" description: "With the help of Capterra, learn about Azure Machine Learning Software - reviews, pricing plans, popular comparisons to other Data Mining products and more." source_url: "https://www.capterra.com/p/170400/Azure-Machine-Learning-Studio/" page_type: "product" language: "en" publication_date: "2026-10-19" --- # Azure Machine Learning Software Review 2026: Features, Integrations, Pros & Cons Last updated on October 19, 2026 Provider data verified by our Software Research team, and reviews moderated by our Reviews Verification team. [Description](#description)[Use cases](#use-cases)[Alternatives](#alternatives)[FAQs](#faqs)[Pricing](#pricing)[Support](#support)[Reviews](#reviews) Azure Machine Learning ## What is Azure Machine Learning? Azure Machine Learning is a cloud-based machine learning solution by Microsoft Azure that enables data scientists and developers to build, train, and deploy machine learning models from the cloud to edge devices. The fully managed platform provides tools for the complete machine learning lifecycle, including data preparation, model training, deployment, monitoring, and management, allowing users to focus on model development instead of infrastructure. ## What is Azure Machine Learning used for? [Machine Learning](https://www.capterra.com/machine-learning-software/)[Generative AI](https://www.capterra.com/generative-ai-software/)[Data Mining](https://www.capterra.com/data-mining-software/) Top alternative Featured Overall rating Based on 30 user reviews Reviews sentiment Positive 87% Neutral 13% Negative 0% ### Starting price Free trial not available Capterra Shortlist charts the highest-rated and most popular products... Our "Best of" badge program showcases products with the highest ratings... Our "Best of" badge program showcases products with the highest ratings... Do you work for Azure Machine Learning?[Manage this product listing](https://www.g2.com/products/microsoft-azure-machine-learning/claim_requests/new?auto=true) ## Compare with a popular alternative Capterra selects software alternatives based on relevant features, verified user reviews and user interactions. Placement may be influenced by client status. ### Azure Machine Learning 4.5 (30) VS. [4.5 (391)](https://www.capterra.com/p/109731/Minitab-Statistical-Software/reviews/) Starting Price Contact vendor Starting Price $2394 Per User, Per Year Free Trial Free Version Pricing Options Free Trial Free Version Ease Of Use 3.9 (30) Ease Of Use 4.2 (2,342) Value For Money 4.3 (23) Value For Money 4.2 (1,819) Customer Service 4.0 (23) Customer Service 4.2 (1,759) ## Azure Machine Learning alternatives [4.7 (107)](https://www.capterra.com/p/172645/Teramind/reviews/) Starting price Contact vendor for pricing Pricing Options Free Trial Free Version User Rating 94% of reviewers rated it above 4 stars [Google Cloud](https://www.capterra.com/p/268690/Google-Cloud-Platform/) [4.7 (2,342)](https://www.capterra.com/p/268690/Google-Cloud-Platform/reviews/) Starting price Contact vendor for pricing Pricing Options Free Trial Free Version User Rating 96% of reviewers rated it above 4 stars [Learn More](https://www.capterra.com/p/268690/Google-Cloud-Platform/) [DataRobot](https://www.capterra.com/p/179303/DataRobot/) [4.8 (5)](https://www.capterra.com/p/179303/DataRobot/#reviews) Starting price Contact vendor for pricing Pricing Options Free Trial Free Version User Rating 100% of reviewers rated it above 4 stars [Learn More](https://www.capterra.com/p/179303/DataRobot/) Highest Rated [OpenText Analytics Cloud](https://www.capterra.com/p/177019/OpenText-Analytics-Suite/) [5.0 (1)](https://www.capterra.com/p/177019/OpenText-Analytics-Suite/#reviews) Starting price $0.01 Per User, Per Month Pricing Options Free Trial Free Version User Rating 100% of reviewers rated it above 4 stars [Learn More](https://www.capterra.com/p/177019/OpenText-Analytics-Suite/) ## FAQs about Azure Machine Learning Overview ### Which roles and teams benefit most from Azure Machine Learning? Azure Machine Learning is most used by software engineers, developers, and data scientists building, training, and deploying predictive models within applications. Data and process engineers manage data pipelines and operational analytics, while research students and assistants support experimentation. Engineering leaders and innovation managers oversee model development, deployment priorities, and business-focused AI initiatives. Answer based on 30 reviews Overview ### What company size and specific industries is Azure Machine Learning built for? Azure Machine Learning is designed for businesses of all sizes that need to manage production workflows, track assets, and meet compliance requirements across the machine learning lifecycle. The description does not name specific industries, so it appears suitable for a broad range of companies. Features and Usability ### What are the key features of Azure Machine Learning? Azure Machine Learning offers data preparation, model training, and predictive modeling as its core features. These capabilities support dataset cleaning and transformation, building and training machine learning models, and generating predictions from trained models for classification, regression, and other analytical workflows. Getting Started and Support ### How easy is it to onboard and train a team on Azure Machine Learning? Azure Machine Learning offers live online training and documentation for team onboarding. Reviewers find beginners and users building standard models can learn quickly through drag-and-drop tools, templates, and guided Studio features. Data scientists and teams using advanced workflows may face a learning curve, while some documentation is time-consuming and video materials can be outdated. Answer based on 10 reviews Getting Started and Support ### What customer support options does Azure Machine Learning offer? Azure Machine Learning provides chat support. Users report that actual support is not the best, while the community often helps fill the gap. This suggests support may be useful for basic questions, but users may still need to rely on peer help when issues are more involved. Answer based on 1 reviews Features and Usability ### How easy is the Azure Machine Learning interface to use? Azure Machine Learning provides a visual, drag-and-drop Designer that helps beginners assemble datasets, algorithms, and deployment pipelines with limited coding. Business users and early machine learning teams find the canvas and templates approachable, while some technical users report navigation friction, limited model choices, and a cluttered view for complex workflows. Answer based on 14 reviews Features and Usability ### Is Azure Machine Learning easy for beginners to use? Azure Machine Learning makes basic model building and deployment accessible through no-code tools, templates, and guided workflows, but it has a meaningful learning curve. Beginners can start with common use cases, whereas data scientists and teams building complex models may need programming knowledge, careful workflow setup, and extra time to navigate features. Answer based on 11 reviews ## Features AI summary Based on 307 Data Mining reviews Capterra data shows that buyers of Machine Learning software rank the following features as their top priorities: - **Model Training** (**48%** of reviewers rated this feature as critical) - **Third-Party Integrations** (**50%**) - **Predictive Analytics** (**55%**) Azure Machine Learning supports **Model Training**. However, it does not include **Third-Party Integrations** or **Predictive Analytics**. Instead, it offers **Predictive Modeling** (**56%**), which gives teams another way to build and refine models for forecasting and decision-making. Together, these capabilities help businesses train machine learning models more effectively and turn data into useful operational insights. Get Advice We can help you find the software with the features you need. Features 4.2 (30) 4.2 Based on 30 reviews ## Pricing Value for money 4.3 (23) ### Starting price Free trial not available Value for money 4.3 (23) 4.3 Based on 23 reviews Connect with a Capterra advisor for a free 15-minute consultation Get a personalized software list aligned to your business needs with guidance from our expert advisors. Our team has helped 1 million+ businesses like yours find options that fit their needs. ## Support, customer service and training options Customer Service 4.0 (23) Support - Email/Help Desk - FAQs/Forum - Knowledge Base - Phone Support - 24/7 (Live rep) - Chat Training - In Person - Live Online - Webinars - Documentation - Videos Deployment - Web - Android - iPhone/iPad Typical users - Freelancers - Small businesses - Mid size businesses - Enterprises Customer Service 4.0 (23) 4.0 Based on 23 reviews ## User reviews Overall rating 4.5 Based on 30 reviews Filter by rating Counts reflect reviews available in this feed. 5(20) 4(6) 3(4) 2(0) 1(0) Mentioned topic Recent reviews first, then most helpful Ashish T. Co-founder & Chief Product Officer Used the software for: 3-5 years ### "Azure Machine Learning is Simply Awesome!" 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 10/10 April 29, 2021 It's really amazing. We're able to offer many innovative things to our clients without investing much on engineering. Pros If you're new to Machine Learning there could be nothing better than Azure Machine Learning. The best part is without much coding knowledge you may leverage the benefits of Machine Learning. Intuitive UI and help materials make it even easier. Cons It's really hard to tell because the way Microsoft is evolving in terms of Azure and Machine Learning is really remarkable. Almost every day there is new addition to make life even easier. DS Data Scientist Data Scientist Used the software for: 1-3 years ### "One of the best on cloud ML development Solution!" 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 4.0 4.0 Likelihood to Recommend 10/10 November 22, 2022 Azure Machine learning have allowed me to quickly load , transform my data and perform model training with ease without any need to worry about the system configurations or GPUs, etc It had provided all of it on demand. Pros 1\. No worries on resources part as computation power can be easily increased 2. Takes care of end to end Machine learning lifecycle.3. Support Features for monitoring concept and model drifts 4. Allows to easily deploy your trained model through azure devops on cloud.5. Good pretrained model and datasets are available which is useful for experimenting6. Easy to setup and use with great documentations available from Microsoft Cons 1\. Cost is mid-tier, not all features available in trial version2. Not a no code solution, prior knowledge is required to use3. UI can be made more simple as searching features can difficult sometimes. SD Software developer Software developer Used the software for: Less than 1 year ### "So much better stuff out there" 3.0 Overall Rating 3.0 3.0 Ease of Use 2.0 2.0 Features 3.0 3.0 Customer Service 2.0 2.0 Likelihood to Recommend 4/10 April 22, 2019 Pros It is easy to integrate with other Microsoft products Cons It is not as robust or as supported as matlab’s machine learning toolkit. Also doesn’t work well with tensorflow, a python library, that almost 50% of machine learning developers use. CA ceo and owner ceo and owner Used the software for: 1-3 years ### "Ease of use from VSCode" 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 10/10 July 18, 2022 Pros Integrates directly to VSCode and now features Github Copilot, with a subscription as low as $10 a month. Cons Does not have a GUI for ML architecture or integration to Visio like Google diagrammatic tool promises. Abdul R. CEO Used the software for: 3-5 years ### "Best learning site to help advancement of Education" 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 10/10 November 22, 2021 Azure has helped. Us alot for deploying machine Learning Modules ,Database ,file storage and sharing,testing ,quizes and other great features. Offered by Azure with First 12 Months free option. Pros It has all the features that can be very useful for learning from machine and contribute to development of knowledge and wisdom with the best Microsoft Technology and features that make Azure Machine learning Model very useful .highly recommended for Educational and training Institutions. Cons It should have some android app so that it can be deployed for Mobile learning since smartphones are changing the way of learning specially amid pandemic . HO Head of Innovation & Marketing Head of Innovation & Marketing Used the software for: 1-3 years ### "With an new machine learning platforms rolling out Azure gave us a head start" 5.0 Overall Rating 5.0 5.0 Ease of Use 3.0 3.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 8/10 March 8, 2018 Azure's Machine Learning Studio is a welcome addition to the world of emerging technologies. As a research and development firm we have to experiment of these applications. Azure is a respected product and their foray into machine learning is a welcome one. Pros Microsoft has a solid, reliable and well supported cloud environment that we've been using internally for years. Azure has been a part of what we do for as long as I've been at the company. The price is somewhat okay and the training materials are accessible enough. It's nice to enter the studio to your customized taste and continue to tweak it for maximum efficiency. Database creation/management is where this really shines. Cons Pricing isn't the most competitive but we're lucky to be able to ignore that for the most part. Actual support isn't the best but the community does a good job supporting itself. Nadyan P. Programmer Used the software for: Less than 1 year ### "Great ML as a Service option" 5.0 Overall Rating 5.0 5.0 Ease of Use 3.0 3.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 7/10 August 2, 2021 We could focus on our application and the customers needs, istead of all the theory and security issues of the Machine Learning world. Pros The Azure Machine Learning as a service platform is a great option because it provides all the security and tools necessary that allows your team to focus on the application, instead of the technicalities and the math behind all the machine learning algorithms. Cons The set of features is large and very complete, but the price is really not accessible for avery company. SE Software Engineer Software Engineer Used the software for: Less than 1 year ### "Machine Learning for Developers" 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 4.0 4.0 Customer Service 4.0 4.0 Likelihood to Recommend 8/10 April 23, 2020 This is a wonderful service for straightforward machine learning applications such as regression, that don't require deep learning frameworks. It also provides a convenient way of deploying the models thus less time is spent setting up the infrastructure and more time training and tuning the model. Pros \- Drag and drop configuration so no need to write actual code. As long as someone has a basic understanding of machine learning concepts, they can configure a working solution. - Ability to organize projects into separate distinct units, each with its own datasets, experiments and assets - One-click deployment of the machine learning solution as a service provided one has an Azure account. - Comprehensive documentation - You can write custom scripts in R or Python if you need to manipulate the data in some way not provided by the pre-built modules. There is also built in support for Azure Notebooks, so you can attach a notebook anywhere along the workflow, and visualize or manipulate the data in the notebook. Cons \- The free tier offers a limited number of training hours and functionality so you need to pay a small fee for the service through Azure - Lacks some specialized deep learning algorithms SE Software Engineer Software Engineer Used the software for: 1-3 years ### "The future now" 5.0 September 17, 2018 I use it at work Pros I really like the usability of the platform, it permits to implement machine learning algorithms without write code, the UI permits you to move blocks and create a workflow, train a model with data (the import is really easy) and public a webservice with your machine learning KB. Very good. Cons One of the cons that I coud see is that you cannot download a trained model, you can only use the webservice, I can understand this choice from MS, but I think it could be helpful, at least in a free/limited version. US Undergraduate Student Undergraduate Student Used the software for: Less than 1 year ### "The Best Application for Training a Machine Learning Model Easily" 5.0 Overall Rating 5.0 5.0 Ease of Use 4.0 4.0 Features 4.0 4.0 Customer Service 4.0 4.0 Likelihood to Recommend 9/10 December 26, 2018 I have used Azure Machine Learning Studio nearly one year for training the data sets and got more reliable results. Pros With the growing technology, Machine Learning is sustaining an important role. For training the machine learning model, Azure Machine Learning Studio provides an easy construction. Azure Machine Learning Studio has a proper guidance for the beginners. Features in the experiment are categorized in a proper way and using drag and drop method can be helped to make the experiment very quickly. Users are able to work easily because many experiment templates are provided in the Azure Machine Learning Studio. Worldwide people can use this application since it supports for few languages. Cons This application requires to follows all the guidance for get a complete idea about training machine learning model. Since it provides documentations, reading the whole guidance can be a tedious work to user. Hence I suggest that providing video tutorials will be attractive rather than the documentations. [View all Reviews](https://www.capterra.com/p/170400/Azure-Machine-Learning-Studio/reviews/) ## Top-rated software of 2026 ### Fill out the form and we'll send a list of the top-rated software based on real user reviews directly to your inbox.