# Microsoft Fabric vs SAS Viya Comparison --- ## AI Generated Summary - **G2 reviewers report** that Microsoft Fabric excels in user experience, with many users appreciating its **intuitive drag-and-drop workspace** that simplifies the design and implementation of data analytics workflows. This ease of use is a significant advantage for teams looking to streamline their processes. - **Users say** that SAS Viya offers powerful features for data analysis and AI, with one reviewer highlighting its ability to **build scorecards much easier**. This capability makes it a strong choice for organizations focused on advanced analytics, although some users note a steeper learning curve compared to Microsoft Fabric. - **Reviewers mention** that Microsoft Fabric's integration with the Microsoft ecosystem, including **built-in data connectors** to services like OneDrive and Excel, enhances collaboration and data accessibility. This seamless integration is particularly beneficial for enterprises already using Microsoft products. - **According to verified reviews** , SAS Viya is praised for its sophisticated modeling capabilities, with users noting that **comparing models is very easy** thanks to pre-existing templates. This feature is particularly appealing for data scientists looking to leverage advanced modeling techniques. - **G2 reviewers highlight** that Microsoft Fabric's recent updates have improved its overall performance, with users appreciating the **unified workspace** that combines various data functions. This holistic approach is seen as a major benefit for teams needing to manage multiple data sources efficiently. - **Users report** that while SAS Viya has a strong feature set, its support and documentation could be more robust, with some users expressing a desire for **more accessible training resources**. In contrast, Microsoft Fabric's user-friendly design and support have received higher satisfaction ratings, making it a more appealing option for those prioritizing ease of setup and ongoing assistance. | | Microsoft Fabric | SAS Viya | |---|---|---| | **Star Rating** | 4.7 out of 5 | 4.3 out of 5 | | **Total Reviews** | 45 | 817 | | **Largest Market Segment** | Enterprise (39.5% of reviews) | Small-Business (34.7% of reviews) | | **Entry Level Price** | No pricing available | No pricing available | --- ## Top Pros & Cons ### Microsoft Fabric Pros: - Ease of Use (17 reviews) - Customer Support (8 reviews) Cons: - Learning Curve (4 reviews) - Feature Limitations (3 reviews) ### SAS Viya Pros: - Ease of Use (234 reviews) - Features (218 reviews) Cons: - Learning Difficulty (151 reviews) - Learning Curve (144 reviews) --- ## Ratings Comparison | Rating | Microsoft Fabric | SAS Viya | |---|---|---| | **Meets Requirements** | 9.4 (38 reviews) | 8.5 (562 reviews) | | **Ease of Use** | 9.1 (39 reviews) | 8.2 (651 reviews) | | **Ease of Setup** | 8.9 (22 reviews) | 8.1 (501 reviews) | | **Ease of Admin** | 8.7 (9 reviews) | 7.6 (159 reviews) | | **Quality of Support** | 9.1 (38 reviews) | 8.4 (532 reviews) | | **Has the product been a good partner in doing business?** | 9.4 (9 reviews) | 8.2 (162 reviews) | | **Product Direction (% positive)** | 9.7 (37 reviews) | 8.9 (557 reviews) | --- ## Pricing ### Microsoft Fabric #### Entry-Level Pricing No pricing available #### Free Trial No information available ### SAS Viya #### Entry-Level Pricing No pricing available #### Free Trial Yes --- ## Features Comparison By Category ### Analytics Platforms | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 8.3/10 | 342 | #### Reports | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Reports Interface** | Not enough data | 8.5 (268 reviews) | | **Steps to Answer** | Not enough data | 8.1 (244 reviews) | | **Graphs and Charts** | Not enough data | 8.5 (249 reviews) | | **Score Cards** | Not enough data | 8.1 (239 reviews) | | **Dashboards** | Not enough data | 8.5 (245 reviews) | | **Customizable Reports** | Not enough data | Not enough data | | **Marketing Reports** | Not enough data | Not enough data | | **Sales Reports** | Not enough data | Not enough data | | **Activity Dashboard** | Not enough data | Not enough data | | **Interactive Reports** | Not enough data | Not enough data | | **Customizable Reports** | Not enough data | Not enough data | | **Customizable Reports** | Not enough data | Not enough data | | **Activity Dashboard** | Not enough data | Not enough data | | **Customizable Dashboard** | Not enough data | Not enough data | #### Data Preparation | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Connectors** | Not enough data | 8.4 (219 reviews) | | **Data Governance** | Not enough data | 8.4 (219 reviews) | #### Data Modeling and Blending | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Data Querying** | Not enough data | 8.5 (215 reviews) | | **Data Filtering** | Not enough data | 8.7 (215 reviews) | | **Data Blending** | Not enough data | 8.5 (219 reviews) | | **Data Capture and Transfer** | Not enough data | Not enough data | #### Generative AI | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **AI Text Generation** | Not enough data | Feature Not Available | | **AI Text Summarization** | Not enough data | Feature Not Available | | **Generative AI** | Not enough data | Not enough data | #### Agentic AI - Analytics Platforms | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Autonomous Task Execution** | Not enough data | 7.9 (100 reviews) | | **Multi-step Planning** | Not enough data | 7.9 (98 reviews) | | **Cross-system Integration** | Not enough data | 8.1 (99 reviews) | | **Adaptive Learning** | Not enough data | 8.1 (97 reviews) | | **Natural Language Interaction** | Not enough data | 7.9 (98 reviews) | | **Proactive Assistance** | Not enough data | 7.8 (97 reviews) | | **Decision Making** | Not enough data | 8.1 (97 reviews) | | **Third-Party Integrations** | Not enough data | Not enough data | #### Self Service | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Calculated Fields** | Not enough data | 8.3 (237 reviews) | | **Data Column Filtering** | Not enough data | 8.4 (237 reviews) | | **Data Discovery** | Not enough data | 8.5 (240 reviews) | | **Search** | Not enough data | 8.1 (234 reviews) | | **Collaboration / Workflow** | Not enough data | 8.2 (239 reviews) | | **Automodeling** | Not enough data | 8.3 (232 reviews) | | **Natural Language Search** | Not enough data | Not enough data | | **Visual Discovery** | Not enough data | Not enough data | | **Data Blending** | Not enough data | Not enough data | | **Data Blending** | Not enough data | Not enough data | #### Deployment & Integration - Analytics Platforms | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **No-code Dashboard Builder** | Not enough data | 8.4 (101 reviews) | | **Report Scheduling and Automation** | Not enough data | 8.4 (100 reviews) | | **Embedded Analytics and White-labeling** | Not enough data | 8.2 (95 reviews) | | **Data Source Connectivity** | Not enough data | 8.4 (101 reviews) | | **Multiple Data Sources** | Not enough data | Not enough data | | **Query Builder** | Not enough data | Not enough data | #### Advanced Analytics | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Predictive Analytics** | Not enough data | 8.5 (244 reviews) | | **Data Visualization** | Not enough data | 8.8 (245 reviews) | | **Big Data Services** | Not enough data | 8.6 (251 reviews) | | **Real-Time Analytics** | Not enough data | Not enough data | | **Reporting/Analytics** | Not enough data | Not enough data | | **Real-Time Analytics** | Not enough data | Not enough data | | **Reporting/Analytics** | Not enough data | Not enough data | | **Visual Analytics** | Not enough data | Not enough data | #### Performance & Scalability - Analytics Platforms | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Large data handling and Query Speed** | Not enough data | 8.6 (126 reviews) | | **Concurrent User Support** | Not enough data | 8.4 (100 reviews) | | **Database Support** | Not enough data | Not enough data | #### Advanced Analytics & Modeling - Analytics Platforms | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Data Modeling and Governance** | Not enough data | 8.5 (105 reviews) | | **Notebook and Script Integration** | Not enough data | 8.5 (108 reviews) | | **Built-in Predictive and Statistical Models** | Not enough data | 8.6 (105 reviews) | #### Agentic AI Capabilities - Analytics Platforms | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Auto-generated Insights and Narratives** | Not enough data | 7.9 (97 reviews) | | **Natural Language Queries** | Not enough data | 8.0 (95 reviews) | | **Proactive KPI Monitoring and Alerts** | Not enough data | 8.1 (94 reviews) | | **AI Agents for Analytical Follow-ups** | Not enough data | 7.9 (94 reviews) | #### Personalized Intelligence - Analytics Platforms | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Behavioral Learning for Contextual Query Refinement** | Not enough data | 8.1 (95 reviews) | | **Role-based Insight Personalization** | Not enough data | 8.0 (94 reviews) | | **Conversational and Prompt-based Analytics** | Not enough data | 7.9 (96 reviews) | | **Ad hoc Query** | Not enough data | Not enough data | | **Visual Analytics** | Not enough data | Not enough data | #### Building Reports | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Data Transformation** | Not enough data | 8.5 (204 reviews) | | **Data Modeling** | Not enough data | 8.5 (198 reviews) | | **WYSIWYG Report Design** | Not enough data | 7.8 (195 reviews) | | **Integration APIs** | Not enough data | 8.0 (198 reviews) | | **Real-Time Data** | Not enough data | Not enough data | | **Real-Time Data** | Not enough data | Not enough data | | **Third-Party Integrations** | Not enough data | Not enough data | | **Third-Party Integrations** | Not enough data | Not enough data | #### Additional Functionality | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Drag & Drop** | Not enough data | Not enough data | | **Secure Data Storage** | Not enough data | Not enough data | | **Data Import/Export** | Not enough data | Not enough data | | **Customizable Branding** | Not enough data | Not enough data | | **Dashboard Creation** | Not enough data | Not enough data | | **Access Controls/Permissions** | Not enough data | Not enough data | | **Real-Time Reporting** | Not enough data | Not enough data | | **Metadata Management** | Not enough data | Not enough data | | **Forecasting** | Not enough data | Not enough data | | **Data Storage Management** | Not enough data | Not enough data | | **Ad hoc Analysis** | Not enough data | Not enough data | | **Ad hoc Reporting** | Not enough data | Not enough data | | **Data Migration** | Not enough data | Not enough data | | **AI Copilot** | Not enough data | Not enough data | | **Self Service Data Preparation** | Not enough data | Not enough data | | **Search/Filter** | Not enough data | Not enough data | | **Data Mapping** | Not enough data | Not enough data | | **Monitoring** | Not enough data | Not enough data | | **Sentiment Analysis** | Not enough data | Not enough data | | **User Management** | Not enough data | Not enough data | | **Sales Trend Analysis** | Not enough data | Not enough data | | **Charting** | Not enough data | Not enough data | | **Reporting & Statistics** | Not enough data | Not enough data | | **Performance Metrics** | Not enough data | Not enough data | | **Alerts/Notifications** | Not enough data | Not enough data | | **Data Extraction** | Not enough data | Not enough data | | **Widgets** | Not enough data | Not enough data | | **Storytelling** | Not enough data | Not enough data | | **Trend Analysis** | Not enough data | Not enough data | | **Collaboration Tools** | Not enough data | Not enough data | | **Financing Management** | Not enough data | Not enough data | | **Self-service Analytics** | Not enough data | Not enough data | | **KPI Monitoring** | Not enough data | Not enough data | | **Dashboard** | Not enough data | Not enough data | | **API** | Not enough data | Not enough data | | **Data Integration** | Not enough data | Not enough data | | **Scorecards** | Not enough data | Not enough data | | **Data Management** | Not enough data | Not enough data | | **Task Management** | Not enough data | Not enough data | | **Progress Tracking** | Not enough data | Not enough data | | **Data Connectors** | Not enough data | Not enough data | | **Data Visualization** | Not enough data | Not enough data | | **Profitability Analysis** | Not enough data | Not enough data | | **Project Tracking** | Not enough data | Not enough data | | **Strategic Planning** | Not enough data | Not enough data | | **Goal Setting/Tracking** | Not enough data | Not enough data | | **Publishing/Sharing** | Not enough data | Not enough data | | **Predictive Analytics** | Not enough data | Not enough data | | **Real-Time Monitoring** | Not enough data | Not enough data | | **Templates** | Not enough data | Not enough data | | **Mobile Access** | Not enough data | Not enough data | | **Customizable Templates** | Not enough data | Not enough data | | **Workflow Management** | Not enough data | Not enough data | | **Financial Reporting** | Not enough data | Not enough data | | **Audit Management** | Not enough data | Not enough data | | **OLAP** | Not enough data | Not enough data | | **Single Sign On** | Not enough data | Not enough data | | **Data Synchronization** | Not enough data | Not enough data | ### Artificial Intelligence | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | N/A | N/A | #### Additional Functionality | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Tagging** | Not enough data | Not enough data | | **Natural Language Processing** | Not enough data | Not enough data | | **Data Extraction** | Not enough data | Not enough data | | **Multi-Language** | Not enough data | Not enough data | | **Predictive Analytics** | Not enough data | Not enough data | | **Drag & Drop** | Not enough data | Not enough data | | **Speech Recognition** | Not enough data | Not enough data | | **Reporting/Analytics** | Not enough data | Not enough data | | **Data Storage Management** | Not enough data | Not enough data | | **Virtual Personal Assistant (VPA)** | Not enough data | Not enough data | | **AI Copilot** | Not enough data | Not enough data | | **Customer Segmentation** | Not enough data | Not enough data | | **Collaboration Tools** | Not enough data | Not enough data | | **Data Import/Export** | Not enough data | Not enough data | | **Generative AI** | Not enough data | Not enough data | | **For eCommerce** | Not enough data | Not enough data | | **Role-Based Permissions** | Not enough data | Not enough data | | **Customizable Branding** | Not enough data | Not enough data | | **Search/Filter** | Not enough data | Not enough data | | **Monitoring** | Not enough data | Not enough data | | **Document Management** | Not enough data | Not enough data | | **API** | Not enough data | Not enough data | | **Data Visualization** | Not enough data | Not enough data | | **Trend Analysis** | Not enough data | Not enough data | | **Machine Learning** | Not enough data | Not enough data | | **Access Controls/Permissions** | Not enough data | Not enough data | | **Alerts/Escalation** | Not enough data | Not enough data | | **Performance Metrics** | Not enough data | Not enough data | | **Real-Time Data** | Not enough data | Not enough data | | **Third-Party Integrations** | Not enough data | Not enough data | | **Mobile App** | Not enough data | Not enough data | | **Multiple Data Sources** | Not enough data | Not enough data | | **For Sales Teams/Organizations** | Not enough data | Not enough data | | **Sentiment Analysis** | Not enough data | Not enough data | | **Activity Dashboard** | Not enough data | Not enough data | | **Chatbot** | Not enough data | Not enough data | | **Workflow Automation** | Not enough data | Not enough data | ### Data Preparation | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 8.5/10 | 131 | #### Data Source Access | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Breadth of Data Sources** | Not enough data | 8.5 (118 reviews) | | **Ease of Data Connectivity** | Not enough data | 8.4 (120 reviews) | | **API Connectivity** | Not enough data | 8.2 (115 reviews) | #### Data Interaction | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Profiling and Classification** | Not enough data | 8.5 (116 reviews) | | **Metadata Management** | Not enough data | 8.2 (115 reviews) | | **Data Modeling** | Not enough data | 8.4 (115 reviews) | | **Data Joining** | Not enough data | 8.8 (114 reviews) | | **Data Blending** | Not enough data | 8.8 (115 reviews) | | **Data Quality and Cleansing** | Not enough data | 8.8 (116 reviews) | | **Data Sharing** | Not enough data | 8.4 (113 reviews) | | **Data Governance** | Not enough data | 8.6 (114 reviews) | #### Data Exporting | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Breadth of Integrations** | Not enough data | 8.4 (115 reviews) | | **Ease of Integrations** | Not enough data | 8.3 (116 reviews) | | **Data Workflows** | Not enough data | 8.5 (112 reviews) | #### Generative AI | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **AI Text Generation** | Not enough data | Feature Not Available | | **Generative AI** | Not enough data | Not enough data | #### Additional Functionality | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Data Analysis Tools** | Not enough data | Not enough data | | **AI/Machine Learning** | Not enough data | Not enough data | | **Data Extraction** | Not enough data | Not enough data | | **Reporting/Analytics** | Not enough data | Not enough data | | **AI Copilot** | Not enough data | Not enough data | | **Data Mapping** | Not enough data | Not enough data | | **ETL** | Not enough data | Not enough data | | **Big Data Analytics** | Not enough data | Not enough data | | **Data Quality Control** | Not enough data | Not enough data | ### Event Stream Processing | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 8.3/10 | 17 | #### Data | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Data Processing** | Not enough data | 8.6 (12 reviews) | | **Data Sources** | Not enough data | 8.6 (12 reviews) | | **Integration** | Not enough data | 8.2 (13 reviews) | | **Real-Time Processing** | Not enough data | 8.5 (12 reviews) | #### Analytics | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Reporting & Analytics** | Not enough data | 7.9 (12 reviews) | ### Data Governance | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 8.6/10 | 36 | #### Administration | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Data Modelling** | Not enough data | 8.5 (29 reviews) | | **Recommendations** | Not enough data | 8.6 (28 reviews) | | **Workflow Management** | Not enough data | 8.3 (28 reviews) | | **Dashboards and Visualizations** | Not enough data | 8.9 (30 reviews) | | **Configurable Workflow** | Not enough data | Not enough data | | **Rules-Based Workflow** | Not enough data | Not enough data | #### Management | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Business Glossary** | Not enough data | 8.2 (29 reviews) | | **Data Discovery** | Not enough data | 8.5 (29 reviews) | | **Data Profililng** | Not enough data | 8.7 (29 reviews) | | **Reporting and Visualization** | Not enough data | 9.0 (27 reviews) | | **Data Lineage** | Not enough data | 8.0 (29 reviews) | | **Data Visualization** | Not enough data | Not enough data | #### Compliance | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Sensitive Data Compliance** | Not enough data | 8.4 (28 reviews) | | **Training and Guidelines** | Not enough data | Feature Not Available | | **Policy Enforcement** | Not enough data | 8.5 (28 reviews) | | **Compliance Monitoring** | Not enough data | 8.6 (28 reviews) | | **Real-Time Monitoring** | Not enough data | Not enough data | #### Security | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Access Control** | Not enough data | 8.7 (29 reviews) | | **Roles Management** | Not enough data | 8.4 (26 reviews) | | **Compliance Management** | Not enough data | Feature Not Available | | **Deletion Management** | Not enough data | Not enough data | | **Access Controls/Permissions** | Not enough data | Not enough data | | **User Management** | Not enough data | Not enough data | | **Process Management** | Not enough data | Not enough data | | **Audit Management** | Not enough data | Not enough data | | **Metadata Management** | Not enough data | Not enough data | #### Data Quality | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Data Preparation** | Not enough data | 8.7 (30 reviews) | | **Data Distribution** | Not enough data | 8.7 (28 reviews) | | **Data Unification** | Not enough data | 8.4 (29 reviews) | #### Maintainence | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Data Quality Management** | Not enough data | 8.5 (27 reviews) | | **Policy Management** | Not enough data | Feature Not Available | | **Data Storage Management** | Not enough data | Not enough data | #### Generative AI | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **AI Text Generation** | Not enough data | 8.2 (28 reviews) | | **AI Text Summarization** | Not enough data | 8.1 (28 reviews) | | **Generative AI** | Not enough data | Not enough data | #### Agentic AI - Data Governance | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Autonomous Task Execution** | Not enough data | 9.2 (10 reviews) | | **Multi-step Planning** | Not enough data | 9.3 (10 reviews) | | **Cross-system Integration** | Not enough data | 9.3 (10 reviews) | | **Adaptive Learning** | Not enough data | 9.3 (10 reviews) | | **Natural Language Interaction** | Not enough data | 9.2 (10 reviews) | | **Decision Making** | Not enough data | 9.2 (10 reviews) | | **Third-Party Integrations** | Not enough data | Not enough data | | **Active Directory Integration** | Not enough data | Not enough data | #### Additional Functionality | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **AI Copilot** | Not enough data | Not enough data | | **Reporting & Statistics** | Not enough data | Not enough data | | **Data Migration** | Not enough data | Not enough data | | **Archiving & Retention** | Not enough data | Not enough data | | **Data Capture and Transfer** | Not enough data | Not enough data | | **Audit Trail** | Not enough data | Not enough data | | **Data Synchronization** | Not enough data | Not enough data | | **Single Sign On** | Not enough data | Not enough data | | **Customizable Reports** | Not enough data | Not enough data | | **Data Profiling** | Not enough data | Not enough data | | **Authentication** | Not enough data | Not enough data | | **Role-Based Permissions** | Not enough data | Not enough data | | **Tagging** | Not enough data | Not enough data | | **Secure Data Storage** | Not enough data | Not enough data | | **Data Security** | Not enough data | Not enough data | | **HIPAA Compliant** | Not enough data | Not enough data | | **SSL Security** | Not enough data | Not enough data | | **Risk Assessment** | Not enough data | Not enough data | | **Data Mapping** | Not enough data | Not enough data | | **Search/Filter** | Not enough data | Not enough data | | **Self Service Portal** | Not enough data | Not enough data | | **Multiple Data Sources** | Not enough data | Not enough data | | **Document Storage** | Not enough data | Not enough data | | **API** | Not enough data | Not enough data | | **Activity Tracking** | Not enough data | Not enough data | | **Automatic Backup** | Not enough data | Not enough data | | **Visual Analytics** | Not enough data | Not enough data | ### Statistical Analysis | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 8.9/10 | 150 | #### Administration | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Quality Control** | Not enough data | 8.9 (138 reviews) | | **Data Sampling** | Not enough data | 8.9 (141 reviews) | | **Collaboration** | Not enough data | 8.8 (139 reviews) | | **Multiple Data Sources** | Not enough data | Not enough data | | **Real-Time Data** | Not enough data | Not enough data | | **Statistical Process Control** | Not enough data | Not enough data | #### Capabilities | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Data Visualization** | Not enough data | 9.3 (147 reviews) | | **Survival Analysis** | Not enough data | 8.9 (141 reviews) | | **Risk Data Attributes** | Not enough data | 8.7 (138 reviews) | | **Cost Analysis** | Not enough data | 8.6 (135 reviews) | | **Multivariate Analysis** | Not enough data | Not enough data | | **What-if Analysis** | Not enough data | Not enough data | | **Statistical Analysis** | Not enough data | Not enough data | | **Bayesian Analysis** | Not enough data | Not enough data | | **Trend Analysis** | Not enough data | Not enough data | | **Regression Analysis** | Not enough data | Not enough data | #### Methodology | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **ANOVA Support** | Not enough data | 8.9 (141 reviews) | | **Regression** | Not enough data | 9.2 (143 reviews) | | **Time Series Analysis** | Not enough data | 9.1 (141 reviews) | #### Generative AI | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **AI Text Generation** | Not enough data | Feature Not Available | | **AI Text Summarization** | Not enough data | Feature Not Available | | **Generative AI** | Not enough data | Not enough data | #### Additional Functionality | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Compliance Tracking** | Not enough data | Not enough data | | **Real-Time Reporting** | Not enough data | Not enough data | | **Statistical Simulation** | Not enough data | Not enough data | | **Forecasting** | Not enough data | Not enough data | | **Neural Network Modeling** | Not enough data | Not enough data | | **Visual Analytics** | Not enough data | Not enough data | | **Access Controls/Permissions** | Not enough data | Not enough data | | **Data Connectors** | Not enough data | Not enough data | | **Customizable Reports** | Not enough data | Not enough data | | **Drag & Drop** | Not enough data | Not enough data | | **Self Service Data Preparation** | Not enough data | Not enough data | | **Performance Metrics** | Not enough data | Not enough data | | **Data Transformation** | Not enough data | Not enough data | | **Activity Dashboard** | Not enough data | Not enough data | | **Data Extraction** | Not enough data | Not enough data | | **Reporting/Analytics** | Not enough data | Not enough data | | **Predictive Analytics** | Not enough data | Not enough data | | **API** | Not enough data | Not enough data | | **AI Copilot** | Not enough data | Not enough data | | **Association Discovery** | Not enough data | Not enough data | | **Ad hoc Reporting** | Not enough data | Not enough data | | **Reporting & Statistics** | Not enough data | Not enough data | | **Third-Party Integrations** | Not enough data | Not enough data | | **Customization** | Not enough data | Not enough data | | **Search/Filter** | Not enough data | Not enough data | | **Monitoring** | Not enough data | Not enough data | | **Data Clustering** | Not enough data | Not enough data | | **Data Import/Export** | Not enough data | Not enough data | | **SSL Security** | Not enough data | Not enough data | | **File Storage** | Not enough data | Not enough data | | **Decision Tree** | Not enough data | Not enough data | | **Multiple Scoring Models** | Not enough data | Not enough data | ### MLOps Platforms | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | 9.0/10 | 27 | | **SAS Viya** | 8.3/10 | 16 | #### Deployment | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Language Flexibility** | 9.2 (23 reviews) | 8.2 (14 reviews) | | **Framework Flexibility** | 9.0 (22 reviews) | 8.1 (15 reviews) | | **Versioning** | 8.9 (21 reviews) | 8.2 (14 reviews) | | **Ease of Deployment** | 8.8 (23 reviews) | 8.6 (15 reviews) | | **Scalability** | 9.3 (23 reviews) | 8.2 (15 reviews) | #### Deployment | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Language Flexibility** | 8.8 (21 reviews) | 8.2 (15 reviews) | | **Framework Flexibility** | 9.3 (20 reviews) | 8.5 (14 reviews) | | **Versioning** | 9.0 (22 reviews) | 8.3 (14 reviews) | | **Ease of Deployment** | 9.3 (20 reviews) | 8.2 (15 reviews) | | **Scalability** | 9.4 (19 reviews) | 8.8 (14 reviews) | #### Management | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Cataloging** | 8.8 (20 reviews) | 7.7 (14 reviews) | | **Monitoring** | 9.0 (21 reviews) | 8.5 (14 reviews) | | **Governing** | 9.1 (21 reviews) | 8.6 (14 reviews) | | **Model Registry** | 9.2 (19 reviews) | 8.4 (15 reviews) | #### Operations | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Metrics** | 8.9 (20 reviews) | 8.7 (15 reviews) | | **Infrastructure management** | 9.0 (21 reviews) | 8.0 (15 reviews) | | **Collaboration** | 9.2 (22 reviews) | 8.8 (15 reviews) | #### Management | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Cataloging** | 8.7 (19 reviews) | 8.1 (14 reviews) | | **Monitoring** | 8.9 (18 reviews) | 8.2 (15 reviews) | | **Governing** | 8.9 (18 reviews) | 8.1 (14 reviews) | #### Generative AI | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **AI Text Generation** | 7.9 (17 reviews) | Feature Not Available | | **AI Text Summarization** | 8.4 (18 reviews) | Feature Not Available | ### Data Science and Machine Learning Platforms | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 8.0/10 | 103 | #### System | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Data Ingestion & Wrangling** | Not enough data | 8.4 (81 reviews) | | **Real-Time Data** | Not enough data | Not enough data | #### Model Development | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Language Support** | Not enough data | 8.1 (96 reviews) | | **Drag and Drop** | Not enough data | 8.6 (89 reviews) | | **Pre-Built Algorithms** | Not enough data | 8.3 (89 reviews) | | **Model Training** | Not enough data | 8.7 (89 reviews) | | **Database Support** | Not enough data | Not enough data | | **Multi-Language** | Not enough data | Not enough data | #### Model Development | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Feature Engineering** | Not enough data | 8.4 (78 reviews) | #### Machine/Deep Learning Services | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Computer Vision** | Not enough data | 7.5 (83 reviews) | | **Natural Language Processing** | Not enough data | 7.7 (85 reviews) | | **Natural Language Generation** | Not enough data | 7.3 (83 reviews) | | **Artificial Neural Networks** | Not enough data | 8.1 (85 reviews) | #### Machine/Deep Learning Services | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Natural Language Understanding** | Not enough data | 7.8 (77 reviews) | | **Deep Learning** | Not enough data | 8.0 (79 reviews) | #### Deployment | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Managed Service** | Not enough data | 8.2 (87 reviews) | | **Application** | Not enough data | 8.0 (84 reviews) | | **Scalability** | Not enough data | 8.2 (89 reviews) | #### Additional Functionality | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Customizable Reports** | Not enough data | Not enough data | | **Collaboration Tools** | Not enough data | Not enough data | | **Data Extraction** | Not enough data | Not enough data | | **Semantic Search** | Not enough data | Not enough data | | **Data Storage Management** | Not enough data | Not enough data | | **Ad hoc Reporting** | Not enough data | Not enough data | | **Reporting/Analytics** | Not enough data | Not enough data | | **Predictive Analytics** | Not enough data | Not enough data | | **Activity Dashboard** | Not enough data | Not enough data | | **Access Controls/Permissions** | Not enough data | Not enough data | | **Visual Analytics** | Not enough data | Not enough data | | **Data Mapping** | Not enough data | Not enough data | | **Data Synchronization** | Not enough data | Not enough data | | **Statistical Analysis** | Not enough data | Not enough data | | **Categorization/Grouping** | Not enough data | Not enough data | | **Trend Analysis** | Not enough data | Not enough data | | **Data Profiling** | Not enough data | Not enough data | | **Linked Data Management** | Not enough data | Not enough data | | **Data Visualization** | Not enough data | Not enough data | | **API** | Not enough data | Not enough data | | **Multiple Data Sources** | Not enough data | Not enough data | | **Sentiment Analysis** | Not enough data | Not enough data | | **Search/Filter** | Not enough data | Not enough data | | **Data Import/Export** | Not enough data | Not enough data | | **Data Capture and Transfer** | Not enough data | Not enough data | | **AI Copilot** | Not enough data | Not enough data | | **Monitoring** | Not enough data | Not enough data | | **Data Connectors** | Not enough data | Not enough data | | **Ad hoc Analysis** | Not enough data | Not enough data | | **Text Mining** | Not enough data | Not enough data | | **Reporting & Statistics** | Not enough data | Not enough data | | **Predictive Modeling** | Not enough data | Not enough data | | **Real-Time Analytics** | Not enough data | Not enough data | | **Configurable Workflow** | Not enough data | Not enough data | | **Tagging** | Not enough data | Not enough data | | **Endpoint Management** | Not enough data | Not enough data | | **No-Code** | Not enough data | Not enough data | | **Data Preparation** | Not enough data | Not enough data | | **Auditing** | Not enough data | Not enough data | | **Big Data Analytics** | Not enough data | Not enough data | | **ML Algorithm Library** | Not enough data | Not enough data | | **Data Management** | Not enough data | Not enough data | | **Activity Tracking** | Not enough data | Not enough data | | **Data Security** | Not enough data | Not enough data | | **Workflow Management** | Not enough data | Not enough data | #### Generative AI | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **AI Text Generation** | Not enough data | Feature Not Available | | **AI Text Summarization** | Not enough data | Feature Not Available | | **AI Text-to-Image** | Not enough data | Feature Not Available | | **Generative AI** | Not enough data | Not enough data | #### Agentic AI - Data Science and Machine Learning Platforms | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Autonomous Task Execution** | Not enough data | 7.9 (33 reviews) | | **Multi-step Planning** | Not enough data | 7.5 (33 reviews) | | **Cross-system Integration** | Not enough data | 7.8 (33 reviews) | | **Adaptive Learning** | Not enough data | 7.3 (33 reviews) | | **Natural Language Interaction** | Not enough data | 7.5 (33 reviews) | | **Proactive Assistance** | Not enough data | 7.5 (33 reviews) | | **Decision Making** | Not enough data | 7.7 (33 reviews) | | **Third-Party Integrations** | Not enough data | Not enough data | ### FP&A (Financial Planning & Analysis) | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 8.2/10 | 12 | #### Financial Planning | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Extended Planning** | Not enough data | 7.8 (10 reviews) | | **Reporting** | Not enough data | 8.2 (10 reviews) | | **Integration** | Not enough data | 8.5 (10 reviews) | | **Self-Service Reporting** | Not enough data | Not enough data | #### Agentic AI - FP&A (Financial Planning & Analysis) | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Proactive Assistance** | Not enough data | Not enough data | | **Decision Making** | Not enough data | Not enough data | #### Financial Insight | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Budgeting** | Not enough data | 8.0 (10 reviews) | | **Forecasting** | Not enough data | 8.8 (10 reviews) | | **Planning** | Not enough data | 7.9 (11 reviews) | | **Budgeting/Forecasting** | Not enough data | Not enough data | #### Data | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Data Visualization** | Not enough data | 8.6 (11 reviews) | | **Data Analysis** | Not enough data | 8.5 (10 reviews) | | **Custom Reporting** | Not enough data | 8.2 (10 reviews) | | **Reporting Templates** | Not enough data | 8.5 (10 reviews) | | **Real-Time Data** | Not enough data | Not enough data | #### Status Communication | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Collaboration** | Not enough data | 7.8 (10 reviews) | | **Version Control** | Not enough data | 8.3 (11 reviews) | | **Real-Time Data Updates** | Not enough data | 8.2 (11 reviews) | | **Scorecards** | Not enough data | 8.5 (11 reviews) | | **Approval Process Control** | Not enough data | Not enough data | #### Additional Functionality | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Predictive Analytics** | Not enough data | Not enough data | | **Multi-Language** | Not enough data | Not enough data | | **Generative AI** | Not enough data | Not enough data | | **Currency Management** | Not enough data | Not enough data | | **AI Copilot** | Not enough data | Not enough data | | **User Management** | Not enough data | Not enough data | | **Project Management** | Not enough data | Not enough data | | **Risk Management** | Not enough data | Not enough data | | **Real-Time Analytics** | Not enough data | Not enough data | | **Audit Trail** | Not enough data | Not enough data | | **Tax Management** | Not enough data | Not enough data | | **Investment Management** | Not enough data | Not enough data | | **Transaction History** | Not enough data | Not enough data | | **Data Import/Export** | Not enough data | Not enough data | | **Fixed Asset Management** | Not enough data | Not enough data | | **Mobile Access** | Not enough data | Not enough data | | **Transaction Monitoring** | Not enough data | Not enough data | | **API** | Not enough data | Not enough data | | **Project Time Tracking** | Not enough data | Not enough data | | **Projections** | Not enough data | Not enough data | | **Consolidation/Roll-Up** | Not enough data | Not enough data | | **General Ledger** | Not enough data | Not enough data | | **Purchasing & Receiving** | Not enough data | Not enough data | | **Real-Time Monitoring** | Not enough data | Not enough data | | **Configurable Workflow** | Not enough data | Not enough data | | **Dashboard Creation** | Not enough data | Not enough data | | **Accounting** | Not enough data | Not enough data | | **Electronic Payments** | Not enough data | Not enough data | | **Revenue Recognition** | Not enough data | Not enough data | | **Invoice Management** | Not enough data | Not enough data | | **Compliance Management** | Not enough data | Not enough data | | **"What If" Scenarios** | Not enough data | Not enough data | | **Workflow Management** | Not enough data | Not enough data | | **Multi-Currency** | Not enough data | Not enough data | | **Planning Tools** | Not enough data | Not enough data | | **Visual Analytics** | Not enough data | Not enough data | | **Cash Management** | Not enough data | Not enough data | | **Customizable Reports** | Not enough data | Not enough data | | **Bank Reconciliation** | Not enough data | Not enough data | | **Invoice Processing** | Not enough data | Not enough data | | **Multi-Company** | Not enough data | Not enough data | | **For Investors & Traders** | Not enough data | Not enough data | | **Expense Tracking** | Not enough data | Not enough data | | **Purchase Order Management** | Not enough data | Not enough data | | **Access Controls/Permissions** | Not enough data | Not enough data | | **Activity Dashboard** | Not enough data | Not enough data | | **Reporting/Analytics** | Not enough data | Not enough data | | **Alerts/Notifications** | Not enough data | Not enough data | | **Billing & Invoicing** | Not enough data | Not enough data | | **Receipt Management** | Not enough data | Not enough data | | **Profit/Loss Statement** | Not enough data | Not enough data | | **Income & Balance Sheet** | Not enough data | Not enough data | | **Cash Flow Management** | Not enough data | Not enough data | ### Database Management Systems (DBMS) | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 8.9/10 | 31 | #### Management | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Data dictionary** | Not enough data | 8.8 (28 reviews) | | **Data Replication** | Not enough data | 9.0 (29 reviews) | | **Query Language** | Not enough data | 9.4 (29 reviews) | | **Data Modeling** | Not enough data | 8.9 (29 reviews) | | **Performance Analysis** | Not enough data | 8.9 (28 reviews) | | **Data Synchronization** | Not enough data | Not enough data | | **Real-Time Data** | Not enough data | Not enough data | | **Data Storage Management** | Not enough data | Not enough data | #### Maintenance | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Data Migration** | Not enough data | 8.6 (27 reviews) | | **Backup and Recovery** | Not enough data | 8.9 (28 reviews) | | **Multi-User Environment** | Not enough data | 9.0 (27 reviews) | | **Automatic Backup** | Not enough data | Not enough data | | **Database Conversion** | Not enough data | Not enough data | #### Security | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Data Encryption** | Not enough data | 8.9 (29 reviews) | | **User Access Control** | Not enough data | 8.6 (29 reviews) | | **Mobile Access** | Not enough data | Not enough data | #### Additional Functionality | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Workflow Management** | Not enough data | Not enough data | | **Third-Party Integrations** | Not enough data | Not enough data | | **Data Extraction** | Not enough data | Not enough data | | **Relational Database Management** | Not enough data | Not enough data | | **SSL Security** | Not enough data | Not enough data | | **API** | Not enough data | Not enough data | | **Data Connectors** | Not enough data | Not enough data | | **Search/Filter** | Not enough data | Not enough data | | **Reporting & Statistics** | Not enough data | Not enough data | | **Customizable Templates** | Not enough data | Not enough data | | **AI Copilot** | Not enough data | Not enough data | | **Full Text Search** | Not enough data | Not enough data | | **Data Virtualization** | Not enough data | Not enough data | | **Data Import/Export** | Not enough data | Not enough data | | **Generative AI** | Not enough data | Not enough data | | **Drag & Drop** | Not enough data | Not enough data | | **Customizable Fields** | Not enough data | Not enough data | | **Authentication** | Not enough data | Not enough data | | **Data Visualization** | Not enough data | Not enough data | | **Secure Data Storage** | Not enough data | Not enough data | | **Activity Dashboard** | Not enough data | Not enough data | | **Data Mapping** | Not enough data | Not enough data | | **Multiple Programming Languages Supported** | Not enough data | Not enough data | | **Data Capture and Transfer** | Not enough data | Not enough data | | **User Management** | Not enough data | Not enough data | | **NOSQL Database Management** | Not enough data | Not enough data | | **Access Controls/Permissions** | Not enough data | Not enough data | | **Calendar Management** | Not enough data | Not enough data | | **Real-Time Monitoring** | Not enough data | Not enough data | | **Document Storage** | Not enough data | Not enough data | | **Audit Management** | Not enough data | Not enough data | | **Charting** | Not enough data | Not enough data | ### Decision Management Platforms | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 7.6/10 | 25 | #### Integration | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Data** | Not enough data | 8.0 (21 reviews) | | **Applications** | Not enough data | 8.3 (20 reviews) | #### Business Logic | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Authoring Business Logic** | Not enough data | 7.6 (20 reviews) | | **Testing Business Logic** | Not enough data | 7.4 (20 reviews) | | **Model Development** | Not enough data | 8.2 (20 reviews) | #### Management | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Catalog** | Not enough data | 7.8 (19 reviews) | | **Collaboration** | Not enough data | 7.6 (20 reviews) | #### Analytics | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Impact analysis** | Not enough data | 8.4 (21 reviews) | | **Simulation** | Not enough data | 7.8 (20 reviews) | #### Deployment | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Application Development** | Not enough data | 8.1 (20 reviews) | | **Integration** | Not enough data | 7.8 (18 reviews) | #### Generative AI | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **AI Text Generation** | Not enough data | Feature Not Available | | **AI Text Summarization** | Not enough data | Feature Not Available | #### Agentic AI - Decision Management Platforms | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Autonomous Task Execution** | Not enough data | 7.9 (7 reviews) | | **Multi-step Planning** | Not enough data | 6.7 (7 reviews) | | **Cross-system Integration** | Not enough data | 6.9 (7 reviews) | | **Adaptive Learning** | Not enough data | 6.9 (7 reviews) | | **Natural Language Interaction** | Not enough data | 6.7 (7 reviews) | | **Proactive Assistance** | Not enough data | 6.7 (7 reviews) | | **Decision Making** | Not enough data | 7.9 (7 reviews) | ### Text Analysis | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 7.9/10 | 22 | #### Setup | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Integration** | Not enough data | 7.8 (20 reviews) | | **Maintenance** | Not enough data | 7.5 (20 reviews) | | **No-Code** | Not enough data | 8.1 (20 reviews) | | **Third-Party Integrations** | Not enough data | Not enough data | #### Data | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Security** | Not enough data | 8.3 (21 reviews) | | **Data Visualization** | Not enough data | 8.7 (20 reviews) | | **Real-Time Data** | Not enough data | Not enough data | | **Visual Analytics** | Not enough data | Not enough data | #### Analysis | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Automation** | Not enough data | 8.4 (20 reviews) | | **Named entity recognition** | Not enough data | 8.0 (20 reviews) | | **Keyphrase Extraction** | Not enough data | 7.9 (19 reviews) | | **Topic Analysis** | Not enough data | 8.0 (20 reviews) | | **Sentiment Analysis** | Not enough data | 7.9 (19 reviews) | | **Language Identification** | Not enough data | 7.5 (19 reviews) | | **Syntax/Part of Speech Parsing** | Not enough data | 7.7 (19 reviews) | | **Multi-Language** | Not enough data | Not enough data | | **Trend Analysis** | Not enough data | Not enough data | | **Text Analysis** | Not enough data | Not enough data | | **Qualitative Comparative Analysis** | Not enough data | Not enough data | | **Statistical Analysis** | Not enough data | Not enough data | | **User Research Analysis** | Not enough data | Not enough data | | **Ad hoc Analysis** | Not enough data | Not enough data | | **Quantitative Analysis** | Not enough data | Not enough data | #### Customization | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Pre-Built Parameterization** | Not enough data | 7.7 (19 reviews) | | **Custom Extension** | Not enough data | 7.4 (20 reviews) | | **Compositionality** | Not enough data | 8.2 (20 reviews) | #### Generative AI | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **AI Text Generation** | Not enough data | Feature Not Available | | **AI Text Summarization** | Not enough data | Feature Not Available | | **Generative AI** | Not enough data | Not enough data | #### Additional Functionality | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Monitoring** | Not enough data | Not enough data | | **Activity Tracking** | Not enough data | Not enough data | | **Data Collection** | Not enough data | Not enough data | | **Access Controls/Permissions** | Not enough data | Not enough data | | **Predictive Analytics** | Not enough data | Not enough data | | **Computer Assisted Coding** | Not enough data | Not enough data | | **Activity Dashboard** | Not enough data | Not enough data | | **Real-Time Analytics** | Not enough data | Not enough data | | **AI Copilot** | Not enough data | Not enough data | | **Reporting & Statistics** | Not enough data | Not enough data | | **Data Import/Export** | Not enough data | Not enough data | | **Mixed Methods Research** | Not enough data | Not enough data | | **Website Analytics** | Not enough data | Not enough data | | **Multimedia Support** | Not enough data | Not enough data | | **Media Analytics** | Not enough data | Not enough data | | **Categorization/Grouping** | Not enough data | Not enough data | | **Data Storage Management** | Not enough data | Not enough data | | **Feedback Management** | Not enough data | Not enough data | | **Tagging** | Not enough data | Not enough data | | **Collaboration Tools** | Not enough data | Not enough data | | **Single Sign On** | Not enough data | Not enough data | | **Drag & Drop** | Not enough data | Not enough data | | **Annotations** | Not enough data | Not enough data | | **Customizable Branding** | Not enough data | Not enough data | | **Data Coding** | Not enough data | Not enough data | | **Multiple Data Sources** | Not enough data | Not enough data | | **API** | Not enough data | Not enough data | | **Search/Filter** | Not enough data | Not enough data | | **Customizable Reports** | Not enough data | Not enough data | ### Machine Learning | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 8.5/10 | 47 | #### Integration - Machine Learning | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Integration** | Not enough data | 8.3 (41 reviews) | | **Third-Party Integrations** | Not enough data | Not enough data | #### Learning - Machine Learning | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Training Data** | Not enough data | 8.6 (43 reviews) | | **Actionable Insights** | Not enough data | 8.4 (44 reviews) | | **Algorithm** | Not enough data | 8.7 (42 reviews) | #### Additional Functionality | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Predictive Modeling** | Not enough data | Not enough data | | **Configurable Workflow** | Not enough data | Not enough data | | **Tagging** | Not enough data | Not enough data | | **Data Import/Export** | Not enough data | Not enough data | | **API** | Not enough data | Not enough data | | **Predictive Analytics** | Not enough data | Not enough data | | **Data Visualization** | Not enough data | Not enough data | | **Endpoint Management** | Not enough data | Not enough data | | **Multiple Data Sources** | Not enough data | Not enough data | | **No-Code** | Not enough data | Not enough data | | **Data Preparation** | Not enough data | Not enough data | | **Auditing** | Not enough data | Not enough data | | **Collaboration Tools** | Not enough data | Not enough data | | **Big Data Analytics** | Not enough data | Not enough data | | **ML Algorithm Library** | Not enough data | Not enough data | | **Data Management** | Not enough data | Not enough data | | **Activity Dashboard** | Not enough data | Not enough data | | **Data Capture and Transfer** | Not enough data | Not enough data | | **Activity Tracking** | Not enough data | Not enough data | | **Data Connectors** | Not enough data | Not enough data | | **Data Security** | Not enough data | Not enough data | | **Data Extraction** | Not enough data | Not enough data | | **Reporting & Statistics** | Not enough data | Not enough data | | **Workflow Management** | Not enough data | Not enough data | | **AI Copilot** | Not enough data | Not enough data | ### Accounting & Finance | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | N/A | N/A | #### Agentic AI - Accounting & Finance | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | ### Low-Code Machine Learning Platforms | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 8.7/10 | 14 | #### Data Ingestion & Preparation - Low-Code Machine Learning Platforms | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Automatic Data Profiling & Quality Assessment** | Not enough data | 8.6 (14 reviews) | | **Multi‑Source Connector Support** | Not enough data | 8.6 (14 reviews) | | **Schema Drift / Change Detection** | Not enough data | 8.9 (14 reviews) | #### Model Construction & Automation - Low-Code Machine Learning Platforms | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Guided Algorithm & Hyperparameter Recommendation** | Not enough data | 8.9 (14 reviews) | | **Code Extensibility** | Not enough data | 8.7 (14 reviews) | | **Automated Feature Engineering** | Not enough data | 8.6 (14 reviews) | ### Predictive Analytics | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 8.8/10 | 90 | #### Statistical Tool | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Scripting** | Not enough data | 8.5 (77 reviews) | | **Data Mining** | Not enough data | 8.7 (76 reviews) | | **Algorithms** | Not enough data | 8.6 (76 reviews) | #### Data Analysis | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Analysis** | Not enough data | 8.9 (76 reviews) | | **Data Interaction** | Not enough data | 8.8 (76 reviews) | | **Time Series Analysis** | Not enough data | Not enough data | | **Trend Analysis** | Not enough data | Not enough data | #### Decision Making | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Modeling** | Not enough data | 8.7 (81 reviews) | | **Data Visualizations** | Not enough data | 9.1 (81 reviews) | | **Report Generation** | Not enough data | 8.9 (80 reviews) | | **Data Unification** | Not enough data | 8.7 (78 reviews) | | **Customizable Reports** | Not enough data | Not enough data | #### Generative AI | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **AI Text Generation** | Not enough data | Feature Not Available | | **AI Text Summarization** | Not enough data | Feature Not Available | | **Generative AI** | Not enough data | Not enough data | #### Additional Functionality | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Demand Forecasting** | Not enough data | Not enough data | | **AI/Machine Learning** | Not enough data | Not enough data | | **Drag & Drop** | Not enough data | Not enough data | | **For Healthcare** | Not enough data | Not enough data | | **Forecasting** | Not enough data | Not enough data | | **Data Extraction** | Not enough data | Not enough data | | **Third-Party Integrations** | Not enough data | Not enough data | | **Decision Support** | Not enough data | Not enough data | | **Modeling & Simulation** | Not enough data | Not enough data | | **Alerts/Notifications** | Not enough data | Not enough data | | **Reporting/Analytics** | Not enough data | Not enough data | | **Multiple Data Sources** | Not enough data | Not enough data | | **For Retail** | Not enough data | Not enough data | | **For Education** | Not enough data | Not enough data | | **Data Discovery** | Not enough data | Not enough data | | **Graphical Workflow Editor** | Not enough data | Not enough data | | **Performance Metrics** | Not enough data | Not enough data | | **Business Rules Management** | Not enough data | Not enough data | | **AI Copilot** | Not enough data | Not enough data | | **Natural Language Processing** | Not enough data | Not enough data | | **Data Transformation** | Not enough data | Not enough data | | **Data Clustering** | Not enough data | Not enough data | | **API** | Not enough data | Not enough data | | **Data Blending** | Not enough data | Not enough data | | **Data Classification** | Not enough data | Not enough data | | **Workflow Management** | Not enough data | Not enough data | | **Workflow Automation** | Not enough data | Not enough data | ### Data Quality | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 8.8/10 | 71 | #### Functionality | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Identification** | Not enough data | 8.7 (66 reviews) | | **Correction** | Not enough data | 8.8 (65 reviews) | | **Normalization** | Not enough data | 9.0 (63 reviews) | | **Preventative Cleaning** | Not enough data | 8.8 (62 reviews) | | **Data Matching** | Not enough data | 8.9 (61 reviews) | | **Real-Time Data** | Not enough data | Not enough data | #### Management | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Reporting** | Not enough data | 9.2 (65 reviews) | | **Automation** | Not enough data | 9.0 (60 reviews) | | **Quality Audits** | Not enough data | 8.9 (62 reviews) | | **Dashboard** | Not enough data | 9.0 (60 reviews) | | **Governance** | Not enough data | Feature Not Available | #### Generative AI | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **AI Text Generation** | Not enough data | 8.3 (58 reviews) | | **AI Text Summarization** | Not enough data | 8.2 (59 reviews) | | **Generative AI** | Not enough data | Not enough data | #### Additional Functionality | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Metadata Management** | Not enough data | Not enough data | | **Collaboration Tools** | Not enough data | Not enough data | | **Search/Filter** | Not enough data | Not enough data | | **Workflow Management** | Not enough data | Not enough data | | **AI Copilot** | Not enough data | Not enough data | | **Third-Party Integrations** | Not enough data | Not enough data | | **Data Synchronization** | Not enough data | Not enough data | | **Data Import/Export** | Not enough data | Not enough data | | **Customizable Rules** | Not enough data | Not enough data | | **Master Data Management** | Not enough data | Not enough data | | **Monitoring** | Not enough data | Not enough data | | **Data Transformation** | Not enough data | Not enough data | | **Multiple Data Sources** | Not enough data | Not enough data | | **Self Service Portal** | Not enough data | Not enough data | | **Customer Database** | Not enough data | Not enough data | | **Data Verification** | Not enough data | Not enough data | | **Data Migration** | Not enough data | Not enough data | | **Multi-Language** | Not enough data | Not enough data | | **Single Sign On** | Not enough data | Not enough data | | **Duplicate Detection** | Not enough data | Not enough data | | **Email Address Extraction** | Not enough data | Not enough data | | **Reporting/Analytics** | Not enough data | Not enough data | | **Data Profiling** | Not enough data | Not enough data | | **Data Extraction** | Not enough data | Not enough data | | **Data Mapping** | Not enough data | Not enough data | | **Address Validation** | Not enough data | Not enough data | | **Match & Merge** | Not enough data | Not enough data | | **Performance Metrics** | Not enough data | Not enough data | | **Visual Analytics** | Not enough data | Not enough data | | **Version Control** | Not enough data | Not enough data | | **API** | Not enough data | Not enough data | | **Data Capture and Transfer** | Not enough data | Not enough data | | **Access Controls/Permissions** | Not enough data | Not enough data | | **Compliance Management** | Not enough data | Not enough data | | **Data Discovery** | Not enough data | Not enough data | ### Big Data | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 7.8/10 | 225 | #### Building Reports | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Data Transformation** | Not enough data | 8.5 (204 reviews) | | **Data Modeling** | Not enough data | 8.5 (198 reviews) | | **WYSIWYG Report Design** | Not enough data | 7.8 (195 reviews) | | **Integration APIs** | Not enough data | 8.0 (198 reviews) | | **Real-Time Data** | Not enough data | Not enough data | | **Real-Time Data** | Not enough data | Not enough data | | **Third-Party Integrations** | Not enough data | Not enough data | | **Third-Party Integrations** | Not enough data | Not enough data | #### Platform | Feature | Microsoft Fabric | SAS Viya | |---|---|---| | **Mobile User Support** | Not enough data | Not enough data | | **Customization ** | Not enough data | Not enough data | | **User, Role, and Access Management** | Not enough data | Not enough data | | **Internationalization** | Not enough data | Not enough data | | **Sandbox / Test Environments** | Not enough data | Not enough data | | **Performance and Reliability** | Not enough data | Not enough data | | **Breadth of Partner Applications** | Not enough data | Not enough data | | **Mobile Access** | Not enough data | Not enough data | | **Metadata Management** | Not enough data | Not enough data | --- ## Categories **Shared Categories (1):** [MLOps Platforms](https://www.g2.com/categories/mlops-platforms) **Unique to SAS Viya (14):** [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [Event Stream Processing Software](https://www.g2.com/categories/event-stream-processing), [Data Preparation Software](https://www.g2.com/categories/data-preparation), [Text Analysis Software](https://www.g2.com/categories/text-analysis), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Machine Learning Software](https://www.g2.com/categories/machine-learning), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Database Management Systems (DBMS)](https://www.g2.com/categories/database-management-systems-dbms), [FP&A Software](https://www.g2.com/categories/fp-a-financial-planning-analysis), [Data Quality Tools](https://www.g2.com/categories/data-quality), [Decision Management Software](https://www.g2.com/categories/decision-management-platforms), [ Low-Code Machine Learning Platforms Software](https://www.g2.com/categories/low-code-machine-learning-platforms) --- ## Reviewer Demographics ### By Company Size | Segment | Microsoft Fabric | SAS Viya | |---|---|---| | **Small-Business** | 23.3% | 34.7% | | **Mid-Market** | 37.2% | 31.4% | | **Enterprise** | 39.5% | 33.9% | ### By Industry #### Microsoft Fabric - **Information Technology and Services:** 23.3% - **Insurance:** 14.0% - **Manufacturing:** 7.0% - **Education Management:** 7.0% - **Commercial Real Estate:** 4.7% - **Marketing and Advertising:** 4.7% - **Electrical/Electronic Manufacturing:** 4.7% - **Food & Beverages:** 4.7% - **Architecture & Planning:** 2.3% - **Civic & Social Organization:** 2.3% - **Other:** 25.6% #### SAS Viya - **Pharmaceuticals:** 12.2% - **Banking:** 8.9% - **Computer Software:** 7.8% - **Higher Education:** 7.8% - **Financial Services:** 6.0% - **Information Technology and Services:** 5.3% - **Hospital & Health Care:** 4.0% - **Consulting:** 3.6% - **Government Administration:** 3.5% - **Insurance:** 3.3% - **Other:** 37.6% --- ## Alternatives ### Alternatives to Microsoft Fabric - [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (225 reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1360 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (740 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (764 reviews) - [SuperAnnotate](https://www.g2.com/products/superannotate/reviews) — 4.8/5 stars (382 reviews) - [Saturn Cloud](https://www.g2.com/products/saturn-cloud-saturn-cloud/reviews) — 4.8/5 stars (321 reviews) - [IBM Watson Studio](https://www.g2.com/products/ibm-watson-studio/reviews) — 4.2/5 stars (170 reviews) - [Cloudera](https://www.g2.com/products/cloudera/reviews) — 4.2/5 stars (197 reviews) - [IBM watsonx.ai](https://www.g2.com/products/ibm-watsonx-ai/reviews) — 4.4/5 stars (154 reviews) ### Alternatives to SAS Viya - [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1360 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (894 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (764 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (740 reviews) - [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (533 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews) - [IBM SPSS Statistics](https://www.g2.com/products/ibm-spss-statistics/reviews) — 4.2/5 stars (926 reviews) - [Posit Team](https://www.g2.com/products/posit-team/reviews) — 4.5/5 stars (575 reviews) - [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3789 reviews) - [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1659 reviews) --- ## Top Discussions ### Microsoft Fabric No discussions available for this product. ### SAS Viya - Title: [What is SAS Visual Data Mining and Machine Learning used for?](https://www.g2.com/discussions/what-is-sas-visual-data-mining-and-machine-learning-used-for) — 2 comments > **Top comment:** "SAS Visual Data Mining and Machine Learning is mainly used to analyze large data, find patterns, and build predictive models to support better business..." --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/microsoft-fabric-vs-sas-sas-viya)