[ Microso... Reviews ](https://www.g2.com/products/microsoft-fabric/reviews) [ Microso... Reviews ](https://www.g2.com/products/microsoft-fabric/reviews) # Microsoft Fabric Features ##### ## Deployment (10) Language Flexibility Allows users to input models built in a variety of languages. Framework Flexibility Allows users to choose the framework or workbench of their preference. Versioning Records versioning as models are iterated upon. Ease of Deployment Provides a way to quickly and efficiently deploy machine learning models. Scalability Offers a way to scale the use of machine learning models across an enterprise. Language Flexibility Allows users to input models built in a variety of languages. Framework Flexibility Allows users to choose the framework or workbench of their preference. Versioning Records versioning as models are iterated upon. Ease of Deployment Provides a way to quickly and efficiently deploy machine learning models. Scalability Offers a way to scale the use of machine learning models across an enterprise. Show More ##### ## Management (7) Cataloging Records and organizes all machine learning models that have been deployed across the business. Monitoring Tracks the performance and accuracy of machine learning models. Governing Provisions users based on authorization to both deploy and iterate upon machine learning models. Model Registry Allows users to manage model artifacts and tracks which models are deployed in production. Cataloging Records and organizes all machine learning models that have been deployed across the business. Monitoring Tracks the performance and accuracy of machine learning models. Governing Provisions users based on authorization to both deploy and iterate upon machine learning models. Show More ##### ## Operations (3) Metrics Control model usage and performance in production Infrastructure management Deploy mission-critical ML applications where and when you need them Collaboration Easily compare experiments—code, hyperparameters, metrics, predictions, dependencies, system metrics, and more—to understand differences in model performance. Show More ##### ## Generative AI (2) AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. Show More ## Top-Rated Alternatives [ ![Dataiku](https://images.g2crowd.com/uploads/product/hd_favicon/3fe6cc82516a2babaa3dfd8f9dfcc4b3/dataiku.svg "Dataiku") Dataiku 4.4/5(224) ](https://www.g2.com/products/dataiku/reviews) [ ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks") Databricks 4.6/5(1,356) ](https://www.g2.com/products/databricks/reviews) [ ![SAS Viya](https://images.g2crowd.com/uploads/product/hd_favicon/bd7a361df879327ee92c1d048aada28e/sas-sas-viya.svg "SAS Viya") SAS Viya 4.3/5(817) ](https://www.g2.com/products/sas-sas-viya/reviews) [ View All Alternatives ](https://www.g2.com/products/microsoft-fabric/competitors/alternatives) Microsoft Fabric Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_791b528c516cc1b08151fa6da3988161/dataiku.png "Product Avatar Image") Dataiku 4.4/5(224) [ Compare Now ](https://www.g2.com/compare/dataiku-vs-microsoft-fabric) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_a6c205d533dba77b318af96d91beb2ac/databricks.jpeg "Product Avatar Image") Databricks 4.6/5(1,356) [ Compare Now ](https://www.g2.com/compare/databricks-vs-microsoft-fabric) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_c3e4922bb6835a32854c1dead2cda2bb/sas-sas-viya.jpg "Product Avatar Image") SAS Viya 4.3/5(817) [ Compare Now ](https://www.g2.com/compare/microsoft-fabric-vs-sas-sas-viya) ##### Categories on G2 [ MLOps Platforms ](https://www.g2.com/categories/mlops-platforms) ##### Explore More [ What columnar storage benefits do wide column databases provide for large-scale data analytics and reporting workflows? ](https://www.g2.com/discussions/what-columnar-storage-benefits-do-wide-column-databases-provide-for-large-scale-data-analytics-and-reporting-workflows)[ best bot platforms ](https://www.g2.com/discussions/what-are-the-best-bot-platforms-in-2025)[ How does Trintech differ in the financial close space? ](https://www.g2.com/discussions/how-does-trintech-differ-in-the-financial-close-space) [ Best VDR solutions for mergers and acquisitions ](https://www.g2.com/discussions/best-vdr-solutions-for-mergers-and-acquisitions)[ Is nCino's Mortgage Suite worth it for digital mortgage closing? ](https://www.g2.com/discussions/is-ncino-s-mortgage-suite-worth-it-for-digital-mortgage-closing)[ Pros and Cons Details ](https://www.g2.com/products/microsoft-fabric/reviews?qs=pros-and-cons) Show More [ What columnar storage benefits do wide column databases provide for large-scale data analytics and reporting workflows? ](https://www.g2.com/discussions/what-columnar-storage-benefits-do-wide-column-databases-provide-for-large-scale-data-analytics-and-reporting-workflows)[ best bot platforms ](https://www.g2.com/discussions/what-are-the-best-bot-platforms-in-2025)[ How does Trintech differ in the financial close space? ](https://www.g2.com/discussions/how-does-trintech-differ-in-the-financial-close-space) [ Best VDR solutions for mergers and acquisitions ](https://www.g2.com/discussions/best-vdr-solutions-for-mergers-and-acquisitions)[ Is nCino's Mortgage Suite worth it for digital mortgage closing? ](https://www.g2.com/discussions/is-ncino-s-mortgage-suite-worth-it-for-digital-mortgage-closing)[ Pros and Cons Details ](https://www.g2.com/products/microsoft-fabric/reviews?qs=pros-and-cons)