# Top 10 Microsoft Fabric Alternatives & Competitors **Average Rating:** 4.7/5 **Total Number of Reviews:** 45 Microsoft Fabric is not the only option for MLOps Platforms. Explore other competing options and alternatives. Other important factors to consider when researching alternatives to Microsoft Fabric include reporting and analytics. The best overall Microsoft Fabric alternative is Dataiku. Other similar apps like Microsoft Fabric are Databricks, SAS Viya, SAP HANA Cloud, and Gemini Enterprise Agent Platform. Microsoft Fabric alternatives can be found in [MLOps Platforms](https://www.g2.com/categories/mlops-platforms) but may also be in [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) or [Generative AI Infrastructure Software](https://www.g2.com/categories/generative-ai-infrastructure). ## Best Paid & Free Alternatives to Microsoft Fabric - [Dataiku](https://www.g2.com/products/dataiku/reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) - [SuperAnnotate](https://www.g2.com/products/superannotate/reviews) - [Saturn Cloud](https://www.g2.com/products/saturn-cloud-saturn-cloud/reviews) - [IBM Watson Studio](https://www.g2.com/products/ibm-watson-studio/reviews) - [IBM watsonx.ai](https://www.g2.com/products/ibm-watsonx-ai/reviews) ## Top 10 Alternatives to Microsoft Fabric Recently Reviewed By G2 Community Browse options below. Based on reviewer data, you can see how Microsoft Fabric stacks up to the competition, check reviews from current & previous users in industries like Information Technology and Services, Manufacturing, and Food & Beverages, and find the best product for your business. ### 1. [Dataiku](https://www.g2.com/products/dataiku/reviews) By Dataiku **Average Rating:** 4.4/5 **Total Reviews:** 224 Dataiku is the Universal AI Platform, giving organizations control over their AI talent, processes, and technologies to unleash the creation of analytics, models, and agents. Reviewers say compared to Microsoft Fabric, Dataiku is: - Slower to reach roi Categories in common with Microsoft Fabric: [MLOps Platforms](https://www.g2.com/categories/mlops-platforms) **Compare:** [Microsoft Fabric vs Dataiku](https://www.g2.com/compare/dataiku-vs-microsoft-fabric) **Compare Dataiku with other alternatives:** - [Dataiku vs Databricks](https://www.g2.com/compare/databricks-vs-dataiku) - [Dataiku vs SAS Viya](https://www.g2.com/compare/dataiku-vs-sas-sas-viya) - [Dataiku vs SAP HANA Cloud](https://www.g2.com/compare/dataiku-vs-sap-hana-cloud-2025-10-01) - [Dataiku vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/dataiku-vs-gemini-enterprise-agent-platform) - [Dataiku vs Snowflake](https://www.g2.com/compare/dataiku-vs-snowflake) - [Dataiku vs SuperAnnotate](https://www.g2.com/compare/dataiku-vs-superannotate) - [Dataiku vs Saturn Cloud](https://www.g2.com/compare/dataiku-vs-saturn-cloud-saturn-cloud) - [Dataiku vs IBM Watson Studio](https://www.g2.com/compare/dataiku-vs-ibm-watson-studio) - [Dataiku vs IBM watsonx.ai](https://www.g2.com/compare/dataiku-vs-ibm-watsonx-ai) ### 2. [Databricks](https://www.g2.com/products/databricks/reviews) By Databricks Inc. **Average Rating:** 4.6/5 **Total Reviews:** 1,363 Making big data simple Reviewers say compared to Microsoft Fabric, Databricks is: - Slower to reach roi Categories in common with Microsoft Fabric: [MLOps Platforms](https://www.g2.com/categories/mlops-platforms) **Compare:** [Microsoft Fabric vs Databricks](https://www.g2.com/compare/databricks-vs-microsoft-fabric) **Compare Databricks with other alternatives:** - [Databricks vs Dataiku](https://www.g2.com/compare/databricks-vs-dataiku) - [Databricks vs SAS Viya](https://www.g2.com/compare/databricks-vs-sas-sas-viya) - [Databricks vs SAP HANA Cloud](https://www.g2.com/compare/databricks-vs-sap-hana-cloud-2025-10-01) - [Databricks vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/databricks-vs-gemini-enterprise-agent-platform) - [Databricks vs Snowflake](https://www.g2.com/compare/databricks-vs-snowflake) - [Databricks vs SuperAnnotate](https://www.g2.com/compare/databricks-vs-superannotate) - [Databricks vs Saturn Cloud](https://www.g2.com/compare/databricks-vs-saturn-cloud-saturn-cloud) - [Databricks vs IBM Watson Studio](https://www.g2.com/compare/databricks-vs-ibm-watson-studio) - [Databricks vs IBM watsonx.ai](https://www.g2.com/compare/databricks-vs-ibm-watsonx-ai) ### 3. [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) By SAS Institute Inc. **Average Rating:** 4.3/5 **Total Reviews:** 817 As a cloud-native AI, analytics and data management platform, SAS Viya enables you to scale cost-effectively, increase productivity and innovate faster, backed by trust and transparency. SAS Viya makes it possible to integrate teams and technology enabling all users to work together successfully to turn critical questions into accurate decisions. Reviewers say compared to Microsoft Fabric, SAS Viya is: - Slower to reach roi Categories in common with Microsoft Fabric: [MLOps Platforms](https://www.g2.com/categories/mlops-platforms) **Compare:** [Microsoft Fabric vs SAS Viya](https://www.g2.com/compare/microsoft-fabric-vs-sas-sas-viya) **Compare SAS Viya with other alternatives:** - [SAS Viya vs Dataiku](https://www.g2.com/compare/dataiku-vs-sas-sas-viya) - [SAS Viya vs Databricks](https://www.g2.com/compare/databricks-vs-sas-sas-viya) - [SAS Viya vs SAP HANA Cloud](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-sas-sas-viya) - [SAS Viya vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-sas-sas-viya) - [SAS Viya vs Snowflake](https://www.g2.com/compare/sas-sas-viya-vs-snowflake) - [SAS Viya vs SuperAnnotate](https://www.g2.com/compare/sas-sas-viya-vs-superannotate) - [SAS Viya vs Saturn Cloud](https://www.g2.com/compare/sas-sas-viya-vs-saturn-cloud-saturn-cloud) - [SAS Viya vs IBM Watson Studio](https://www.g2.com/compare/ibm-watson-studio-vs-sas-sas-viya) - [SAS Viya vs IBM watsonx.ai](https://www.g2.com/compare/ibm-watsonx-ai-vs-sas-sas-viya) ### 4. [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) By SAP **Average Rating:** 4.3/5 **Total Reviews:** 620 SAP HANA Cloud is the cloud-native data foundation of SAP Business Technology Platform, it stores, processes and analyzes data in real time at petabyte scale and converges multiple data types in a single system while managing it more efficiently with integrated multitier storage. Reviewers say compared to Microsoft Fabric, SAP HANA Cloud is: - Slower to reach roi Categories in common with Microsoft Fabric: [MLOps Platforms](https://www.g2.com/categories/mlops-platforms) **Compare:** [Microsoft Fabric vs SAP HANA Cloud](https://www.g2.com/compare/microsoft-fabric-vs-sap-hana-cloud-2025-10-01) **Compare SAP HANA Cloud with other alternatives:** - [SAP HANA Cloud vs Dataiku](https://www.g2.com/compare/dataiku-vs-sap-hana-cloud-2025-10-01) - [SAP HANA Cloud vs Databricks](https://www.g2.com/compare/databricks-vs-sap-hana-cloud-2025-10-01) - [SAP HANA Cloud vs SAS Viya](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-sas-sas-viya) - [SAP HANA Cloud vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-sap-hana-cloud-2025-10-01) - [SAP HANA Cloud vs Snowflake](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-snowflake) - [SAP HANA Cloud vs SuperAnnotate](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-superannotate) - [SAP HANA Cloud vs Saturn Cloud](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-saturn-cloud-saturn-cloud) - [SAP HANA Cloud vs IBM Watson Studio](https://www.g2.com/compare/ibm-watson-studio-vs-sap-hana-cloud-2025-10-01) - [SAP HANA Cloud vs IBM watsonx.ai](https://www.g2.com/compare/ibm-watsonx-ai-vs-sap-hana-cloud-2025-10-01) ### 5. [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) By Google **Average Rating:** 4.3/5 **Total Reviews:** 745 Gemini Enterprise Agent Platform is a managed machine learning (ML) platform that helps you build, train, and deploy ML models faster and easier. It includes a unified UI for the entire ML workflow, as well as a variety of tools and services to help you with every step of the process. Gemini Enterprise Agent Platform Workbench is a cloud-based IDE that is included with Gemini Enterprise Agent Platform. It makes it easy to develop and debug ML code. It provides a variety of features to help you with your ML workflow, such as code completion, linting, and debugging. Gemini Enterprise Agent Platform and Gemini Enterprise Agent Platform Workbench are a powerful combination that can help you accelerate your ML development. With Gemini Enterprise Agent Platform, you can focus on building and training your models, while Gemini Enterprise Agent Platform Workbench takes care of the rest. This frees you up to be more productive and creative, and it helps you get your models into production faster. If you're looking for a powerful and easy-to-use ML platform, then Gemini Enterprise Agent Platform is a great option. With Gemini Enterprise Agent Platform, you can build, train, and deploy ML models faster and easier than ever before. Reviewers say compared to Microsoft Fabric, Gemini Enterprise Agent Platform is: - Slower to reach roi Categories in common with Microsoft Fabric: [MLOps Platforms](https://www.g2.com/categories/mlops-platforms) **Compare:** [Microsoft Fabric vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-microsoft-fabric) **Compare Gemini Enterprise Agent Platform with other alternatives:** - [Gemini Enterprise Agent Platform vs Dataiku](https://www.g2.com/compare/dataiku-vs-gemini-enterprise-agent-platform) - [Gemini Enterprise Agent Platform vs Databricks](https://www.g2.com/compare/databricks-vs-gemini-enterprise-agent-platform) - [Gemini Enterprise Agent Platform vs SAS Viya](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-sas-sas-viya) - [Gemini Enterprise Agent Platform vs SAP HANA Cloud](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-sap-hana-cloud-2025-10-01) - [Gemini Enterprise Agent Platform vs Snowflake](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-snowflake) - [Gemini Enterprise Agent Platform vs SuperAnnotate](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-superannotate) - [Gemini Enterprise Agent Platform vs Saturn Cloud](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-saturn-cloud-saturn-cloud) - [Gemini Enterprise Agent Platform vs IBM Watson Studio](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-ibm-watson-studio) - [Gemini Enterprise Agent Platform vs IBM watsonx.ai](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-ibm-watsonx-ai) ### 6. [Snowflake](https://www.g2.com/products/snowflake/reviews) By Snowflake, Inc. **Average Rating:** 4.5/5 **Total Reviews:** 763 Snowflake’s platform eliminates data silos and simplifies architectures, so organizations can get more value from their data. The platform is designed as a single, unified product with automations that reduce complexity and help ensure everything “just works”. To support a wide range of workloads, it’s optimized for performance at scale no matter whether someone’s working with SQL, Python, or other languages. And it’s globally connected so organizations can securely access the most relevant content across clouds and regions, with one consistent experience. Reviewers say compared to Microsoft Fabric, Snowflake is: - Slower to reach roi - Easier to set up Categories in common with Microsoft Fabric: [MLOps Platforms](https://www.g2.com/categories/mlops-platforms) **Compare:** [Microsoft Fabric vs Snowflake](https://www.g2.com/compare/microsoft-fabric-vs-snowflake) **Compare Snowflake with other alternatives:** - [Snowflake vs Dataiku](https://www.g2.com/compare/dataiku-vs-snowflake) - [Snowflake vs Databricks](https://www.g2.com/compare/databricks-vs-snowflake) - [Snowflake vs SAS Viya](https://www.g2.com/compare/sas-sas-viya-vs-snowflake) - [Snowflake vs SAP HANA Cloud](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-snowflake) - [Snowflake vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-snowflake) - [Snowflake vs SuperAnnotate](https://www.g2.com/compare/snowflake-vs-superannotate) - [Snowflake vs Saturn Cloud](https://www.g2.com/compare/saturn-cloud-saturn-cloud-vs-snowflake) - [Snowflake vs IBM Watson Studio](https://www.g2.com/compare/ibm-watson-studio-vs-snowflake) - [Snowflake vs IBM watsonx.ai](https://www.g2.com/compare/ibm-watsonx-ai-vs-snowflake) ### 7. [SuperAnnotate](https://www.g2.com/products/superannotate/reviews) By SuperAnnotate **Average Rating:** 4.8/5 **Total Reviews:** 381 SuperAnnotate is the leading platform for building, fine-tuning, iterating, and managing your AI models faster with the highest-quality training data. Reviewers say compared to Microsoft Fabric, SuperAnnotate is: - Slower to reach roi - Easier to admin - More usable Categories in common with Microsoft Fabric: [MLOps Platforms](https://www.g2.com/categories/mlops-platforms) **Compare:** [Microsoft Fabric vs SuperAnnotate](https://www.g2.com/compare/microsoft-fabric-vs-superannotate) **Compare SuperAnnotate with other alternatives:** - [SuperAnnotate vs Dataiku](https://www.g2.com/compare/dataiku-vs-superannotate) - [SuperAnnotate vs Databricks](https://www.g2.com/compare/databricks-vs-superannotate) - [SuperAnnotate vs SAS Viya](https://www.g2.com/compare/sas-sas-viya-vs-superannotate) - [SuperAnnotate vs SAP HANA Cloud](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-superannotate) - [SuperAnnotate vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-superannotate) - [SuperAnnotate vs Snowflake](https://www.g2.com/compare/snowflake-vs-superannotate) - [SuperAnnotate vs Saturn Cloud](https://www.g2.com/compare/saturn-cloud-saturn-cloud-vs-superannotate) - [SuperAnnotate vs IBM Watson Studio](https://www.g2.com/compare/ibm-watson-studio-vs-superannotate) - [SuperAnnotate vs IBM watsonx.ai](https://www.g2.com/compare/ibm-watsonx-ai-vs-superannotate) ### 8. [Saturn Cloud](https://www.g2.com/products/saturn-cloud-saturn-cloud/reviews) By Saturn Cloud **Average Rating:** 4.8/5 **Total Reviews:** 321 Saturn Cloud is a data science and machine learning platform for scalable Python analytics with Dask and GPUs, on hosted notebooks. Share work and dashboards, access Your favorite Python libraries, connect from existing cloud-hosted services, and more. Reviewers say compared to Microsoft Fabric, Saturn Cloud is: - Slower to reach roi - Easier to admin - More usable Categories in common with Microsoft Fabric: [MLOps Platforms](https://www.g2.com/categories/mlops-platforms) **Compare:** [Microsoft Fabric vs Saturn Cloud](https://www.g2.com/compare/microsoft-fabric-vs-saturn-cloud-saturn-cloud) **Compare Saturn Cloud with other alternatives:** - [Saturn Cloud vs Dataiku](https://www.g2.com/compare/dataiku-vs-saturn-cloud-saturn-cloud) - [Saturn Cloud vs Databricks](https://www.g2.com/compare/databricks-vs-saturn-cloud-saturn-cloud) - [Saturn Cloud vs SAS Viya](https://www.g2.com/compare/sas-sas-viya-vs-saturn-cloud-saturn-cloud) - [Saturn Cloud vs SAP HANA Cloud](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-saturn-cloud-saturn-cloud) - [Saturn Cloud vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-saturn-cloud-saturn-cloud) - [Saturn Cloud vs Snowflake](https://www.g2.com/compare/saturn-cloud-saturn-cloud-vs-snowflake) - [Saturn Cloud vs SuperAnnotate](https://www.g2.com/compare/saturn-cloud-saturn-cloud-vs-superannotate) - [Saturn Cloud vs IBM Watson Studio](https://www.g2.com/compare/ibm-watson-studio-vs-saturn-cloud-saturn-cloud) - [Saturn Cloud vs IBM watsonx.ai](https://www.g2.com/compare/ibm-watsonx-ai-vs-saturn-cloud-saturn-cloud) ### 9. [IBM Watson Studio](https://www.g2.com/products/ibm-watson-studio/reviews) By IBM **Average Rating:** 4.2/5 **Total Reviews:** 170 IBM Watson Studio accelerates the machine and deep learning workflows required to infuse AI into your business to drive innovation. It provides a suite of tools for data scientists, application developers and subject matter experts to collaboratively and easily work with data and use that data to build, train and deploy models at scale. Reviewers say compared to Microsoft Fabric, IBM Watson Studio is: - Slower to reach roi Categories in common with Microsoft Fabric: [MLOps Platforms](https://www.g2.com/categories/mlops-platforms) **Compare:** [Microsoft Fabric vs IBM Watson Studio](https://www.g2.com/compare/ibm-watson-studio-vs-microsoft-fabric) **Compare IBM Watson Studio with other alternatives:** - [IBM Watson Studio vs Dataiku](https://www.g2.com/compare/dataiku-vs-ibm-watson-studio) - [IBM Watson Studio vs Databricks](https://www.g2.com/compare/databricks-vs-ibm-watson-studio) - [IBM Watson Studio vs SAS Viya](https://www.g2.com/compare/ibm-watson-studio-vs-sas-sas-viya) - [IBM Watson Studio vs SAP HANA Cloud](https://www.g2.com/compare/ibm-watson-studio-vs-sap-hana-cloud-2025-10-01) - [IBM Watson Studio vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-ibm-watson-studio) - [IBM Watson Studio vs Snowflake](https://www.g2.com/compare/ibm-watson-studio-vs-snowflake) - [IBM Watson Studio vs SuperAnnotate](https://www.g2.com/compare/ibm-watson-studio-vs-superannotate) - [IBM Watson Studio vs Saturn Cloud](https://www.g2.com/compare/ibm-watson-studio-vs-saturn-cloud-saturn-cloud) - [IBM Watson Studio vs IBM watsonx.ai](https://www.g2.com/compare/ibm-watson-studio-vs-ibm-watsonx-ai) ### 10. [IBM watsonx.ai](https://www.g2.com/products/ibm-watsonx-ai/reviews) By IBM **Average Rating:** 4.4/5 **Total Reviews:** 153 IBM Watsonx.ai is an advanced AI and machine learning platform designed to accelerate enterprise AI adoption, offering a comprehensive suite of tools for businesses to build, deploy, and scale AI applications. The product is part of IBM's broader Watsonx ecosystem, which aims to democratize AI by providing accessible, powerful solutions tailored for organizations of all sizes and industries. Categories in common with Microsoft Fabric: [MLOps Platforms](https://www.g2.com/categories/mlops-platforms) **Compare:** [Microsoft Fabric vs IBM watsonx.ai](https://www.g2.com/compare/ibm-watsonx-ai-vs-microsoft-fabric) **Compare IBM watsonx.ai with other alternatives:** - [IBM watsonx.ai vs Dataiku](https://www.g2.com/compare/dataiku-vs-ibm-watsonx-ai) - [IBM watsonx.ai vs Databricks](https://www.g2.com/compare/databricks-vs-ibm-watsonx-ai) - [IBM watsonx.ai vs SAS Viya](https://www.g2.com/compare/ibm-watsonx-ai-vs-sas-sas-viya) - [IBM watsonx.ai vs SAP HANA Cloud](https://www.g2.com/compare/ibm-watsonx-ai-vs-sap-hana-cloud-2025-10-01) - [IBM watsonx.ai vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-ibm-watsonx-ai) - [IBM watsonx.ai vs Snowflake](https://www.g2.com/compare/ibm-watsonx-ai-vs-snowflake) - [IBM watsonx.ai vs SuperAnnotate](https://www.g2.com/compare/ibm-watsonx-ai-vs-superannotate) - [IBM watsonx.ai vs Saturn Cloud](https://www.g2.com/compare/ibm-watsonx-ai-vs-saturn-cloud-saturn-cloud) - [IBM watsonx.ai vs IBM Watson Studio](https://www.g2.com/compare/ibm-watson-studio-vs-ibm-watsonx-ai) ## Explore Articles - [Which PLM software keeps bill of materials accurate across multiple design revisions without engineers having to manually reconcile changes?](https://www.g2.com/discussions/which-plm-software-keeps-the-bill-of-materials-accurate-across-multiple-design-revisions-without-engineers-having-to-manually-reconcile-changes ) - [Best knowledge base software for IT companies](https://www.g2.com/discussions/best-knowledge-base-software-for-it-companies) - [Where to find the best VoIP service for ecommerce business](https://www.g2.com/discussions/where-to-find-the-best-voip-service-for-ecommerce-business) - [What vendor offers the most advanced anomaly detection in logs?](https://www.g2.com/discussions/what-vendor-offers-the-most-advanced-anomaly-detection-in-logs) - [What platform integrates video conferencing with productivity tools?](https://www.g2.com/discussions/what-platform-integrates-video-conferencing-with-productivity-tools) - [What are the best encryption key management platforms for multi-cloud infrastructure automation and centralized control?](https://www.g2.com/discussions/what-are-the-best-encryption-key-management-platforms-for-multi-cloud-infrastructure-automation-and-centralized-control ) ## Spotlight Categories - [Contract Management Software](https://www.g2.com/categories/contract-management) - [User Research Tools](https://www.g2.com/categories/user-research) - [Conversation Intelligence Software](https://www.g2.com/categories/conversation-intelligence)