# Microsoft Fabric, SAS Viya vs Dataiku Comparison | | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Star Rating** | 4.7 out of 5 | 4.3 out of 5 | 4.4 out of 5 | | **Total Reviews** | 44 | 798 | 198 | | **Largest Market Segment** | Enterprise (39.0% of reviews) | Small-Business (34.3% of reviews) | Enterprise (61.7% of reviews) | | **Entry Level Price** | No pricing available | No pricing available | Free 3 Users | --- ## 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 (316 reviews) - Features (218 reviews) Cons: - Learning Difficulty (151 reviews) - Learning Curve (144 reviews) ### Dataiku Pros: - Ease of Use (82 reviews) - Features (82 reviews) Cons: - Learning Curve (45 reviews) - Steep Learning Curve (26 reviews) --- ## Ratings Comparison | Rating | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Meets Requirements** | 9.4 (36 reviews) | 8.5 (549 reviews) | 8.7 (176 reviews) | | **Ease of Use** | 9.0 (37 reviews) | 8.2 (637 reviews) | 8.8 (175 reviews) | | **Ease of Setup** | 8.9 (20 reviews) | 8.0 (487 reviews) | 8.1 (136 reviews) | | **Ease of Admin** | 8.7 (9 reviews) | 7.6 (158 reviews) | 8.0 (61 reviews) | | **Quality of Support** | 9.1 (36 reviews) | 8.3 (519 reviews) | 8.5 (160 reviews) | | **Has the product been a good partner in doing business?** | 9.4 (9 reviews) | 8.2 (161 reviews) | 8.6 (61 reviews) | | **Product Direction (% positive)** | 9.7 (36 reviews) | 8.9 (545 reviews) | 9.0 (173 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 ### Dataiku #### Entry-Level Pricing Plan: Install Dataiku on Your Infrastructure Price: Free 3 Users Description: Download Free Edition on Mac, Linux, or virtual machine | Collaborate with up to 3 users | Prepare data and build basic data projects and apps (no deployment, automation, governance) Key Features: - Visual Data Prep & AutoML - Full Code (Python, R) Data Prep & ML - The LLM Mesh [Browse all 3 editions](https://www.g2.com/products/dataiku/pricing) #### Free Trial Yes --- ## Features Comparison By Category ### Analytics Platforms | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 8.2/10 | 329 | | **Dataiku** | 8.1/10 | 99 | #### Reports | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Reports Interface** | Not enough data | 8.4 (260 reviews) | 7.8 (76 reviews) | | **Steps to Answer** | Not enough data | 8.1 (237 reviews) | 7.7 (75 reviews) | | **Graphs and Charts** | Not enough data | 8.5 (244 reviews) | 7.5 (76 reviews) | | **Score Cards** | Not enough data | 8.1 (234 reviews) | 7.5 (74 reviews) | | **Dashboards** | Not enough data | 8.4 (238 reviews) | 7.6 (76 reviews) | #### Data Preparation | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Connectors** | Not enough data | 8.4 (212 reviews) | 8.7 (65 reviews) | | **Data Governance** | Not enough data | 8.4 (212 reviews) | 8.2 (63 reviews) | #### Data Modeling and Blending | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Data Querying** | Not enough data | 8.5 (210 reviews) | 8.6 (62 reviews) | | **Data Filtering** | Not enough data | 8.7 (209 reviews) | 8.6 (62 reviews) | | **Data Blending** | Not enough data | 8.5 (212 reviews) | 8.7 (62 reviews) | #### Generative AI | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **AI Text Generation** | Not enough data | Feature Not Available | 7.9 (51 reviews) | | **AI Text Summarization** | Not enough data | Feature Not Available | 8.0 (50 reviews) | #### Agentic AI - Analytics Platforms | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | 7.9 (94 reviews) | Not enough data | | **Multi-step Planning** | Not enough data | 7.9 (92 reviews) | Not enough data | | **Cross-system Integration** | Not enough data | 8.1 (93 reviews) | Not enough data | | **Adaptive Learning** | Not enough data | 8.0 (91 reviews) | Not enough data | | **Natural Language Interaction** | Not enough data | 8.0 (91 reviews) | Not enough data | | **Proactive Assistance** | Not enough data | 7.7 (91 reviews) | Not enough data | | **Decision Making** | Not enough data | 8.1 (91 reviews) | Not enough data | #### Self Service | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Calculated Fields** | Not enough data | 8.3 (232 reviews) | 8.2 (76 reviews) | | **Data Column Filtering** | Not enough data | 8.4 (232 reviews) | 8.6 (75 reviews) | | **Data Discovery** | Not enough data | 8.4 (234 reviews) | 8.4 (75 reviews) | | **Search** | Not enough data | 8.1 (229 reviews) | 7.9 (74 reviews) | | **Collaboration / Workflow** | Not enough data | 8.1 (231 reviews) | 8.7 (74 reviews) | | **Automodeling** | Not enough data | 8.2 (226 reviews) | 8.1 (74 reviews) | #### Deployment & Integration - Analytics Platforms | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **No-code Dashboard Builder** | Not enough data | 8.4 (96 reviews) | Not enough data | | **Report Scheduling and Automation** | Not enough data | 8.3 (94 reviews) | Not enough data | | **Embedded Analytics and White-labeling** | Not enough data | 8.1 (90 reviews) | Not enough data | | **Data Source Connectivity** | Not enough data | 8.4 (94 reviews) | Not enough data | #### Advanced Analytics | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Predictive Analytics** | Not enough data | 8.5 (238 reviews) | 8.4 (74 reviews) | | **Data Visualization** | Not enough data | 8.8 (238 reviews) | 7.8 (76 reviews) | | **Big Data Services** | Not enough data | 8.6 (242 reviews) | 8.0 (74 reviews) | #### Performance & Scalability - Analytics Platforms | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Large data handling and Query Speed** | Not enough data | 8.5 (117 reviews) | Not enough data | | **Concurrent User Support** | Not enough data | 8.4 (95 reviews) | Not enough data | #### Advanced Analytics & Modeling - Analytics Platforms | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Data Modeling and Governance** | Not enough data | 8.5 (98 reviews) | Not enough data | | **Notebook and Script Integration** | Not enough data | 8.4 (102 reviews) | Not enough data | | **Built-in Predictive and Statistical Models** | Not enough data | 8.6 (100 reviews) | Not enough data | #### Agentic AI Capabilities - Analytics Platforms | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Auto-generated Insights and Narratives** | Not enough data | 7.8 (92 reviews) | Not enough data | | **Natural Language Queries** | Not enough data | 8.0 (90 reviews) | Not enough data | | **Proactive KPI Monitoring and Alerts** | Not enough data | 8.0 (89 reviews) | Not enough data | | **AI Agents for Analytical Follow-ups** | Not enough data | 7.8 (89 reviews) | Not enough data | #### Personalized Intelligence - Analytics Platforms | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Behavioral Learning for Contextual Query Refinement** | Not enough data | 8.1 (90 reviews) | Not enough data | | **Role-based Insight Personalization** | Not enough data | 8.0 (89 reviews) | Not enough data | | **Conversational and Prompt-based Analytics** | Not enough data | 7.8 (91 reviews) | Not enough data | #### Building Reports | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Data Transformation** | Not enough data | 8.5 (206 reviews) | 8.5 (92 reviews) | | **Data Modeling** | Not enough data | 8.5 (200 reviews) | 8.6 (89 reviews) | | **WYSIWYG Report Design** | Not enough data | 7.8 (196 reviews) | 7.7 (85 reviews) | | **Integration APIs** | Not enough data | 8.0 (199 reviews) | 8.1 (89 reviews) | ### Data Preparation | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 8.5/10 | 130 | | **Dataiku** | N/A | N/A | #### Data Source Access | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Breadth of Data Sources** | Not enough data | 8.6 (117 reviews) | Not enough data | | **Ease of Data Connectivity** | Not enough data | 8.4 (119 reviews) | Not enough data | | **API Connectivity** | Not enough data | 8.2 (114 reviews) | Not enough data | #### Data Interaction | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Profiling and Classification** | Not enough data | 8.5 (115 reviews) | Not enough data | | **Metadata Management** | Not enough data | 8.2 (114 reviews) | Not enough data | | **Data Modeling** | Not enough data | 8.5 (114 reviews) | Not enough data | | **Data Joining** | Not enough data | 8.8 (113 reviews) | Not enough data | | **Data Blending** | Not enough data | 8.8 (114 reviews) | Not enough data | | **Data Quality and Cleansing** | Not enough data | 8.8 (115 reviews) | Not enough data | | **Data Sharing** | Not enough data | 8.4 (112 reviews) | Not enough data | | **Data Governance** | Not enough data | 8.5 (113 reviews) | Not enough data | #### Data Exporting | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Breadth of Integrations** | Not enough data | 8.4 (114 reviews) | Not enough data | | **Ease of Integrations** | Not enough data | 8.3 (115 reviews) | Not enough data | | **Data Workflows** | Not enough data | 8.5 (111 reviews) | Not enough data | #### Generative AI | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **AI Text Generation** | Not enough data | Feature Not Available | Not enough data | ### Event Stream Processing | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 8.4/10 | 18 | | **Dataiku** | N/A | N/A | #### Data | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Data Processing** | Not enough data | 8.7 (13 reviews) | Not enough data | | **Data Sources** | Not enough data | 8.7 (13 reviews) | Not enough data | | **Integration** | Not enough data | 8.2 (14 reviews) | Not enough data | | **Real-Time Processing** | Not enough data | 8.5 (13 reviews) | Not enough data | #### Analytics | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Reporting & Analytics** | Not enough data | 7.9 (13 reviews) | Not enough data | ### Data Governance | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 8.6/10 | 33 | | **Dataiku** | N/A | N/A | #### Administration | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Data Modelling** | Not enough data | 8.5 (26 reviews) | Not enough data | | **Recommendations** | Not enough data | 8.5 (25 reviews) | Not enough data | | **Workflow Management** | Not enough data | 8.3 (25 reviews) | Not enough data | | **Dashboards and Visualizations** | Not enough data | 8.8 (27 reviews) | Not enough data | #### Management | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Business Glossary** | Not enough data | 8.2 (26 reviews) | Not enough data | | **Data Discovery** | Not enough data | 8.5 (26 reviews) | Not enough data | | **Data Profililng** | Not enough data | 8.7 (26 reviews) | Not enough data | | **Reporting and Visualization** | Not enough data | 9.0 (24 reviews) | Not enough data | | **Data Lineage** | Not enough data | 7.9 (26 reviews) | Not enough data | #### Compliance | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Sensitive Data Compliance** | Not enough data | 8.5 (25 reviews) | Not enough data | | **Training and Guidelines** | Not enough data | Feature Not Available | Not enough data | | **Policy Enforcement** | Not enough data | 8.4 (25 reviews) | Not enough data | | **Compliance Monitoring** | Not enough data | 8.6 (25 reviews) | Not enough data | #### Security | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Access Control** | Not enough data | 8.7 (26 reviews) | Not enough data | | **Roles Management** | Not enough data | 8.3 (23 reviews) | Not enough data | | **Compliance Management** | Not enough data | Feature Not Available | Not enough data | #### Data Quality | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Data Preparation** | Not enough data | 8.6 (27 reviews) | Not enough data | | **Data Distribution** | Not enough data | 8.6 (25 reviews) | Not enough data | | **Data Unification** | Not enough data | 8.5 (26 reviews) | Not enough data | #### Maintainence | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Data Quality Management** | Not enough data | 8.4 (24 reviews) | Not enough data | | **Policy Management** | Not enough data | Feature Not Available | Not enough data | #### Generative AI | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **AI Text Generation** | Not enough data | 7.9 (25 reviews) | Not enough data | | **AI Text Summarization** | Not enough data | 8.0 (25 reviews) | Not enough data | #### Agentic AI - Data Governance | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | 9.0 (7 reviews) | Not enough data | | **Multi-step Planning** | Not enough data | 9.5 (7 reviews) | Not enough data | | **Cross-system Integration** | Not enough data | 9.5 (7 reviews) | Not enough data | | **Adaptive Learning** | Not enough data | 9.5 (7 reviews) | Not enough data | | **Natural Language Interaction** | Not enough data | 9.0 (7 reviews) | Not enough data | | **Decision Making** | Not enough data | 9.5 (7 reviews) | Not enough data | ### Statistical Analysis | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 8.9/10 | 148 | | **Dataiku** | N/A | N/A | #### Administration | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Quality Control** | Not enough data | 8.9 (137 reviews) | Not enough data | | **Data Sampling** | Not enough data | 8.9 (141 reviews) | Not enough data | | **Collaboration** | Not enough data | 8.8 (138 reviews) | Not enough data | #### Capabilities | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Data Visualization** | Not enough data | 9.2 (145 reviews) | Not enough data | | **Survival Analysis** | Not enough data | 8.9 (140 reviews) | Not enough data | | **Risk Data Attributes** | Not enough data | 8.7 (138 reviews) | Not enough data | | **Cost Analysis** | Not enough data | 8.6 (135 reviews) | Not enough data | #### Methodology | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **ANOVA Support** | Not enough data | 8.9 (139 reviews) | Not enough data | | **Regression** | Not enough data | 9.2 (141 reviews) | Not enough data | | **Time Series Analysis** | Not enough data | 9.1 (140 reviews) | Not enough data | #### Generative AI | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **AI Text Generation** | Not enough data | Feature Not Available | Not enough data | | **AI Text Summarization** | Not enough data | Feature Not Available | Not enough data | ### MLOps Platforms | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | 8.9/10 | 25 | | **SAS Viya** | 8.3/10 | 15 | | **Dataiku** | 8.4/10 | 15 | #### Deployment | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Language Flexibility** | 9.1 (21 reviews) | 8.1 (13 reviews) | 8.1 (15 reviews) | | **Framework Flexibility** | 8.9 (20 reviews) | 8.1 (14 reviews) | 8.7 (15 reviews) | | **Versioning** | 8.9 (19 reviews) | 8.2 (13 reviews) | 8.6 (15 reviews) | | **Ease of Deployment** | 8.7 (21 reviews) | 8.5 (14 reviews) | 8.9 (15 reviews) | | **Scalability** | 9.3 (21 reviews) | 8.3 (14 reviews) | 9.0 (15 reviews) | #### Deployment | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Language Flexibility** | 8.7 (19 reviews) | 8.2 (14 reviews) | 7.8 (12 reviews) | | **Framework Flexibility** | 9.4 (18 reviews) | 8.3 (13 reviews) | 8.5 (13 reviews) | | **Versioning** | 9.0 (20 reviews) | 8.3 (13 reviews) | 8.5 (13 reviews) | | **Ease of Deployment** | 9.3 (18 reviews) | 8.2 (14 reviews) | 8.8 (13 reviews) | | **Scalability** | 9.3 (17 reviews) | 8.7 (13 reviews) | 8.8 (13 reviews) | #### Management | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Cataloging** | 8.8 (18 reviews) | 7.6 (13 reviews) | 7.6 (13 reviews) | | **Monitoring** | 8.9 (19 reviews) | 8.5 (13 reviews) | 8.5 (13 reviews) | | **Governing** | 9.0 (19 reviews) | 8.5 (13 reviews) | 8.3 (13 reviews) | | **Model Registry** | 9.1 (17 reviews) | 8.5 (14 reviews) | 7.8 (13 reviews) | #### Operations | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Metrics** | 8.9 (18 reviews) | 8.8 (14 reviews) | 8.5 (13 reviews) | | **Infrastructure management** | 9.0 (19 reviews) | 7.9 (14 reviews) | 8.3 (13 reviews) | | **Collaboration** | 9.2 (20 reviews) | 8.8 (14 reviews) | 8.8 (13 reviews) | #### Management | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Cataloging** | 8.7 (17 reviews) | 7.9 (13 reviews) | 7.5 (12 reviews) | | **Monitoring** | 8.8 (16 reviews) | 8.2 (14 reviews) | 8.5 (13 reviews) | | **Governing** | 8.8 (16 reviews) | 8.1 (13 reviews) | 7.9 (13 reviews) | #### Generative AI | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **AI Text Generation** | 7.9 (15 reviews) | Feature Not Available | 8.3 (6 reviews) | | **AI Text Summarization** | 8.2 (16 reviews) | Feature Not Available | 8.3 (6 reviews) | ### Data Science and Machine Learning Platforms | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 7.9/10 | 97 | | **Dataiku** | 8.2/10 | 89 | #### System | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Data Ingestion & Wrangling** | Not enough data | 8.4 (75 reviews) | 8.6 (75 reviews) | #### Model Development | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Language Support** | Not enough data | 8.1 (90 reviews) | 8.4 (78 reviews) | | **Drag and Drop** | Not enough data | 8.6 (83 reviews) | 8.8 (78 reviews) | | **Pre-Built Algorithms** | Not enough data | 8.3 (83 reviews) | 8.6 (78 reviews) | | **Model Training** | Not enough data | 8.7 (83 reviews) | 8.5 (77 reviews) | #### Model Development | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Feature Engineering** | Not enough data | 8.4 (72 reviews) | 8.5 (78 reviews) | #### Machine/Deep Learning Services | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Computer Vision** | Not enough data | 7.4 (77 reviews) | 8.0 (74 reviews) | | **Natural Language Processing** | Not enough data | 7.6 (79 reviews) | 8.1 (74 reviews) | | **Natural Language Generation** | Not enough data | 7.3 (77 reviews) | 7.9 (73 reviews) | | **Artificial Neural Networks** | Not enough data | 8.0 (79 reviews) | 7.9 (72 reviews) | #### Machine/Deep Learning Services | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Natural Language Understanding** | Not enough data | 7.6 (71 reviews) | 7.7 (68 reviews) | | **Deep Learning** | Not enough data | 7.9 (73 reviews) | 8.0 (70 reviews) | #### Deployment | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Managed Service** | Not enough data | 8.2 (81 reviews) | 8.1 (74 reviews) | | **Application** | Not enough data | 8.0 (78 reviews) | 8.2 (77 reviews) | | **Scalability** | Not enough data | 8.1 (83 reviews) | 8.3 (76 reviews) | #### Generative AI | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **AI Text Generation** | Not enough data | Feature Not Available | 8.1 (60 reviews) | | **AI Text Summarization** | Not enough data | Feature Not Available | 8.0 (60 reviews) | | **AI Text-to-Image** | Not enough data | Feature Not Available | 7.7 (59 reviews) | #### Agentic AI - Data Science and Machine Learning Platforms | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | 7.7 (28 reviews) | Not enough data | | **Multi-step Planning** | Not enough data | 7.3 (28 reviews) | Not enough data | | **Cross-system Integration** | Not enough data | 7.6 (28 reviews) | Not enough data | | **Adaptive Learning** | Not enough data | 7.3 (28 reviews) | Not enough data | | **Natural Language Interaction** | Not enough data | 7.1 (28 reviews) | Not enough data | | **Proactive Assistance** | Not enough data | 7.1 (28 reviews) | Not enough data | | **Decision Making** | Not enough data | 7.6 (28 reviews) | Not enough data | ### FP&A (Financial Planning & Analysis) | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 8.2/10 | 12 | | **Dataiku** | N/A | N/A | #### Financial Planning | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Extended Planning** | Not enough data | 7.8 (10 reviews) | Not enough data | | **Reporting** | Not enough data | 8.2 (10 reviews) | Not enough data | | **Integration** | Not enough data | 8.5 (10 reviews) | Not enough data | #### Agentic AI - FP&A (Financial Planning & Analysis) | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Proactive Assistance** | Not enough data | Not enough data | Not enough data | | **Decision Making** | Not enough data | Not enough data | Not enough data | #### Financial Insight | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Budgeting** | Not enough data | 8.0 (10 reviews) | Not enough data | | **Forecasting** | Not enough data | 8.8 (10 reviews) | Not enough data | | **Planning** | Not enough data | 7.9 (11 reviews) | Not enough data | #### Data | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Data Visualization** | Not enough data | 8.6 (11 reviews) | Not enough data | | **Data Analysis** | Not enough data | 8.5 (10 reviews) | Not enough data | | **Custom Reporting** | Not enough data | 8.2 (10 reviews) | Not enough data | | **Reporting Templates** | Not enough data | 8.5 (10 reviews) | Not enough data | #### Status Communication | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Collaboration** | Not enough data | 7.8 (10 reviews) | Not enough data | | **Version Control** | Not enough data | 8.3 (11 reviews) | Not enough data | | **Real-Time Data Updates** | Not enough data | 8.2 (11 reviews) | Not enough data | | **Scorecards** | Not enough data | 8.5 (11 reviews) | Not enough data | ### AI Agents For Business Operations | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | N/A | N/A | | **Dataiku** | N/A | N/A | #### Responses | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Personalization** | Not enough data | Not enough data | Not enough data | | **Route To Human** | Not enough data | Not enough data | Not enough data | | **Natural Language Understanding (NLU)** | Not enough data | Not enough data | Not enough data | #### Automation - AI Agents | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Sales Follow-Up** | Not enough data | Not enough data | Not enough data | | **Customer Interaction Automation** | Not enough data | Not enough data | Not enough data | | **Lead Generation** | Not enough data | Not enough data | Not enough data | | **Document Processing** | Not enough data | Not enough data | Not enough data | | **Feedback Collection** | Not enough data | Not enough data | Not enough data | #### Platform | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Conversation Editor** | Not enough data | Not enough data | Not enough data | | **Integration** | Not enough data | Not enough data | Not enough data | | **Human-In-The-Loop** | Not enough data | Not enough data | Not enough data | #### Autonomy - AI Agents | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Independent Decision Making** | Not enough data | Not enough data | Not enough data | | **Adaptive Responses** | Not enough data | Not enough data | Not enough data | | **Task Execution** | Not enough data | Not enough data | Not enough data | | **Problem Solving** | Not enough data | Not enough data | Not enough data | #### Generative AI | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **AI Text Generation** | Not enough data | Not enough data | Not enough data | | **AI Text Summarization** | Not enough data | Not enough data | Not enough data | ### Database Management Systems (DBMS) | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 8.9/10 | 30 | | **Dataiku** | N/A | N/A | #### Management | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Data dictionary** | Not enough data | 8.8 (27 reviews) | Not enough data | | **Data Replication** | Not enough data | 9.0 (28 reviews) | Not enough data | | **Query Language** | Not enough data | 9.3 (28 reviews) | Not enough data | | **Data Modeling** | Not enough data | 8.9 (28 reviews) | Not enough data | | **Performance Analysis** | Not enough data | 8.8 (27 reviews) | Not enough data | #### Maintenance | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Data Migration** | Not enough data | 8.7 (26 reviews) | Not enough data | | **Backup and Recovery** | Not enough data | 8.9 (27 reviews) | Not enough data | | **Multi-User Environment** | Not enough data | 9.0 (26 reviews) | Not enough data | #### Security | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Data Encryption** | Not enough data | 8.9 (28 reviews) | Not enough data | | **User Access Control** | Not enough data | 8.6 (28 reviews) | Not enough data | ### Decision Management Platforms | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 7.6/10 | 25 | | **Dataiku** | N/A | N/A | #### Integration | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Data** | Not enough data | 8.0 (21 reviews) | Not enough data | | **Applications** | Not enough data | 8.3 (20 reviews) | Not enough data | #### Business Logic | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Authoring Business Logic** | Not enough data | 7.5 (20 reviews) | Not enough data | | **Testing Business Logic** | Not enough data | 7.4 (20 reviews) | Not enough data | | **Model Development** | Not enough data | 8.3 (20 reviews) | Not enough data | #### Management | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Catalog** | Not enough data | 7.7 (19 reviews) | Not enough data | | **Collaboration** | Not enough data | 7.6 (20 reviews) | Not enough data | #### Analytics | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Impact analysis** | Not enough data | 8.5 (21 reviews) | Not enough data | | **Simulation** | Not enough data | 7.8 (20 reviews) | Not enough data | #### Deployment | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Application Development** | Not enough data | 8.1 (20 reviews) | Not enough data | | **Integration** | Not enough data | 7.8 (18 reviews) | Not enough data | #### Generative AI | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **AI Text Generation** | Not enough data | Feature Not Available | Not enough data | | **AI Text Summarization** | Not enough data | Feature Not Available | Not enough data | #### Agentic AI - Decision Management Platforms | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | 7.9 (7 reviews) | Not enough data | | **Multi-step Planning** | Not enough data | 6.9 (7 reviews) | Not enough data | | **Cross-system Integration** | Not enough data | 6.7 (7 reviews) | Not enough data | | **Adaptive Learning** | Not enough data | 6.9 (7 reviews) | Not enough data | | **Natural Language Interaction** | Not enough data | 6.7 (7 reviews) | Not enough data | | **Proactive Assistance** | Not enough data | 7.1 (7 reviews) | Not enough data | | **Decision Making** | Not enough data | 7.9 (7 reviews) | Not enough data | ### Text Analysis | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 7.9/10 | 21 | | **Dataiku** | N/A | N/A | #### Setup | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Integration** | Not enough data | 7.7 (19 reviews) | Not enough data | | **Maintenance** | Not enough data | 7.5 (19 reviews) | Not enough data | | **No-Code** | Not enough data | 8.0 (19 reviews) | Not enough data | #### Data | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Security** | Not enough data | 8.3 (20 reviews) | Not enough data | | **Data Visualization** | Not enough data | 8.6 (19 reviews) | Not enough data | #### Analysis | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Automation** | Not enough data | 8.4 (19 reviews) | Not enough data | | **Named entity recognition** | Not enough data | 7.9 (19 reviews) | Not enough data | | **Keyphrase Extraction** | Not enough data | 7.9 (18 reviews) | Not enough data | | **Topic Analysis** | Not enough data | 8.0 (19 reviews) | Not enough data | | **Sentiment Analysis** | Not enough data | 7.9 (18 reviews) | Not enough data | | **Language Identification** | Not enough data | 7.4 (18 reviews) | Not enough data | | **Syntax/Part of Speech Parsing** | Not enough data | 7.8 (18 reviews) | Not enough data | #### Customization | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Pre-Built Parameterization** | Not enough data | 7.6 (18 reviews) | Not enough data | | **Custom Extension** | Not enough data | 7.5 (19 reviews) | Not enough data | | **Compositionality** | Not enough data | 8.1 (19 reviews) | Not enough data | #### Generative AI | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **AI Text Generation** | Not enough data | Feature Not Available | Not enough data | | **AI Text Summarization** | Not enough data | Feature Not Available | Not enough data | ### Generative AI Infrastructure | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | N/A | N/A | | **Dataiku** | 7.3/10 | 25 | #### Scalability and Performance - Generative AI Infrastructure | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **AI High Availability** | Not enough data | Not enough data | 7.9 (17 reviews) | | **AI Model Training Scalability** | Not enough data | Not enough data | 7.5 (18 reviews) | | **AI Inference Speed** | Not enough data | Not enough data | 7.2 (16 reviews) | #### Cost and Efficiency - Generative AI Infrastructure | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **AI Cost per API Call** | Not enough data | Not enough data | 6.8 (16 reviews) | | **AI Resource Allocation Flexibility** | Not enough data | Not enough data | 7.3 (8 reviews) | | **AI Energy Efficiency** | Not enough data | Not enough data | 7.9 (8 reviews) | #### Integration and Extensibility - Generative AI Infrastructure | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **AI Multi-cloud Support** | Not enough data | Not enough data | 7.3 (16 reviews) | | **AI Data Pipeline Integration** | Not enough data | Not enough data | 7.5 (17 reviews) | | **AI API Support and Flexibility** | Not enough data | Not enough data | 7.2 (15 reviews) | #### Security and Compliance - Generative AI Infrastructure | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **AI GDPR and Regulatory Compliance** | Not enough data | Not enough data | 7.1 (15 reviews) | | **AI Role-based Access Control** | Not enough data | Not enough data | 7.2 (15 reviews) | | **AI Data Encryption** | Not enough data | Not enough data | 7.6 (15 reviews) | #### Usability and Support - Generative AI Infrastructure | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **AI Documentation Quality** | Not enough data | Not enough data | 7.0 (17 reviews) | | **AI Community Activity** | Not enough data | Not enough data | 6.9 (15 reviews) | ### Machine Learning | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 8.4/10 | 43 | | **Dataiku** | 8.2/10 | 29 | #### Integration - Machine Learning | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Integration** | Not enough data | 8.3 (37 reviews) | 8.7 (26 reviews) | #### Learning - Machine Learning | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Training Data** | Not enough data | 8.5 (39 reviews) | 8.3 (27 reviews) | | **Actionable Insights** | Not enough data | 8.5 (40 reviews) | 7.9 (28 reviews) | | **Algorithm** | Not enough data | 8.6 (38 reviews) | 8.0 (28 reviews) | ### Large Language Model Operationalization (LLMOps) | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | N/A | N/A | | **Dataiku** | 7.5/10 | 11 | #### Prompt Engineering - Large Language Model Operationalization (LLMOps) | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Prompt Optimization Tools** | Not enough data | Not enough data | 8.3 (11 reviews) | | **Template Library** | Not enough data | Not enough data | 7.9 (11 reviews) | #### Inference Optimization - Large Language Model Operationalization (LLMOps) | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Batch Processing Support** | Not enough data | Not enough data | 7.1 (11 reviews) | #### Model Garden - Large Language Model Operationalization (LLMOps) | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Model Comparison Dashboard** | Not enough data | Not enough data | 7.7 (11 reviews) | #### Custom Training - Large Language Model Operationalization (LLMOps) | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Fine-Tuning Interface** | Not enough data | Not enough data | 7.6 (11 reviews) | #### Application Development - Large Language Model Operationalization (LLMOps) | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **SDK & API Integrations** | Not enough data | Not enough data | 7.9 (11 reviews) | #### Model Deployment - Large Language Model Operationalization (LLMOps) | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **One-Click Deployment** | Not enough data | Not enough data | 8.5 (11 reviews) | | **Scalability Management** | Not enough data | Not enough data | 7.7 (11 reviews) | #### Guardrails - Large Language Model Operationalization (LLMOps) | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Content Moderation Rules** | Not enough data | Not enough data | 6.8 (11 reviews) | | **Policy Compliance Checker** | Not enough data | Not enough data | 6.7 (11 reviews) | #### Model Monitoring - Large Language Model Operationalization (LLMOps) | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Drift Detection Alerts** | Not enough data | Not enough data | 7.3 (11 reviews) | | **Real-Time Performance Metrics** | Not enough data | Not enough data | 7.4 (11 reviews) | #### Security - Large Language Model Operationalization (LLMOps) | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Data Encryption Tools** | Not enough data | Not enough data | 7.6 (11 reviews) | | **Access Control Management** | Not enough data | Not enough data | 7.4 (11 reviews) | #### Gateways & Routers - Large Language Model Operationalization (LLMOps) | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Request Routing Optimization** | Not enough data | Not enough data | 7.1 (11 reviews) | ### AWS Marketplace | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | N/A | N/A | | **Dataiku** | N/A | N/A | #### Agentic AI - AWS Marketplace | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | | **Multi-step Planning** | Not enough data | Not enough data | Not enough data | | **Cross-system Integration** | Not enough data | Not enough data | Not enough data | ### AI Orchestration | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | N/A | N/A | | **Dataiku** | N/A | N/A | #### Workflow Design & Integration - AI Orchestration | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Dependency Management** | Not enough data | Not enough data | Not enough data | | **Workflow Coordination** | Not enough data | Not enough data | Not enough data | | **Multi-Provider API Connectivity** | Not enough data | Not enough data | Not enough data | | **Multi-Step Workflow Creation** | Not enough data | Not enough data | Not enough data | | **Enterprise System Integration** | Not enough data | Not enough data | Not enough data | | **Real-Time Data Pipelines** | Not enough data | Not enough data | Not enough data | #### Performance Optimization & Analytics - AI Orchestration | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Workflow Performance Dashboards** | Not enough data | Not enough data | Not enough data | | **Workflow Reporting** | Not enough data | Not enough data | Not enough data | | **Resource Utilization Monitoring** | Not enough data | Not enough data | Not enough data | | **Computational Resource Management** | Not enough data | Not enough data | Not enough data | | **Dynamic Scaling** | Not enough data | Not enough data | Not enough data | | **Component Monitoring** | Not enough data | Not enough data | Not enough data | #### Governance & Compliance Controls - AI Orchestration | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Regulatory Compliance** | Not enough data | Not enough data | Not enough data | | **Governance Policy Enforcement** | Not enough data | Not enough data | Not enough data | | **Role-Based Access Control** | Not enough data | Not enough data | Not enough data | | **Audit Trail Management** | Not enough data | Not enough data | Not enough data | | **Security Protocols** | Not enough data | Not enough data | Not enough data | ### Accounting & Finance | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | N/A | N/A | | **Dataiku** | N/A | N/A | #### Agentic AI - Accounting & Finance | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | ### Low-Code Machine Learning Platforms | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 8.9/10 | 16 | | **Dataiku** | N/A | N/A | #### Data Ingestion & Preparation - Low-Code Machine Learning Platforms | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Automatic Data Profiling & Quality Assessment** | Not enough data | 8.8 (16 reviews) | Not enough data | | **Multi‑Source Connector Support** | Not enough data | 8.6 (16 reviews) | Not enough data | | **Schema Drift / Change Detection** | Not enough data | 9.1 (16 reviews) | Not enough data | #### Model Construction & Automation - Low-Code Machine Learning Platforms | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Guided Algorithm & Hyperparameter Recommendation** | Not enough data | 9.1 (16 reviews) | Not enough data | | **Code Extensibility** | Not enough data | 8.9 (16 reviews) | Not enough data | | **Automated Feature Engineering** | Not enough data | 8.8 (16 reviews) | Not enough data | ### Predictive Analytics | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 8.8/10 | 88 | | **Dataiku** | 8.3/10 | 39 | #### Statistical Tool | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Scripting** | Not enough data | 8.6 (75 reviews) | 8.2 (35 reviews) | | **Data Mining** | Not enough data | 8.7 (74 reviews) | 8.5 (35 reviews) | | **Algorithms** | Not enough data | 8.6 (74 reviews) | 8.0 (35 reviews) | #### Data Analysis | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Analysis** | Not enough data | 8.9 (74 reviews) | 8.5 (37 reviews) | | **Data Interaction** | Not enough data | 8.8 (74 reviews) | 8.8 (37 reviews) | #### Decision Making | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Modeling** | Not enough data | 8.8 (79 reviews) | 8.6 (35 reviews) | | **Data Visualizations** | Not enough data | 9.1 (79 reviews) | 7.9 (36 reviews) | | **Report Generation** | Not enough data | 8.9 (78 reviews) | 7.8 (35 reviews) | | **Data Unification** | Not enough data | 8.7 (76 reviews) | 8.6 (36 reviews) | #### Generative AI | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **AI Text Generation** | Not enough data | Feature Not Available | 8.6 (20 reviews) | | **AI Text Summarization** | Not enough data | Feature Not Available | 8.3 (20 reviews) | ### Big Data Analytics | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | N/A | N/A | | **Dataiku** | 8.7/10 | 47 | #### Data Transformation | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Real-Time Analytics** | Not enough data | Not enough data | 8.5 (44 reviews) | | **Data Querying** | Not enough data | Not enough data | 9.2 (39 reviews) | #### Connectivity | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Hadoop Integration** | Not enough data | Not enough data | 8.2 (38 reviews) | | **Spark Integration** | Not enough data | Not enough data | 8.3 (40 reviews) | | **Multi-Source Analysis** | Not enough data | Not enough data | 8.7 (41 reviews) | | **Data Lake** | Not enough data | Not enough data | 8.9 (44 reviews) | #### Operations | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Data Visualization** | Not enough data | Not enough data | 8.1 (42 reviews) | | **Data Workflow** | Not enough data | Not enough data | 9.1 (41 reviews) | | **Governed Discovery** | Not enough data | Not enough data | 8.7 (40 reviews) | | **Embedded Analytics** | Not enough data | Not enough data | 8.6 (40 reviews) | | **Notebooks** | Not enough data | Not enough data | 8.9 (35 reviews) | ### AI Agents | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | N/A | N/A | | **Dataiku** | N/A | N/A | #### Agentic AI - AI Agents | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | | **Multi-step Planning** | Not enough data | Not enough data | Not enough data | | **Cross-system Integration** | Not enough data | Not enough data | Not enough data | | **Adaptive Learning** | Not enough data | Not enough data | Not enough data | | **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | | **Proactive Assistance** | Not enough data | Not enough data | Not enough data | | **Decision Making** | Not enough data | Not enough data | Not enough data | ### Data Quality | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 8.9/10 | 71 | | **Dataiku** | N/A | N/A | #### Functionality | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Identification** | Not enough data | 8.7 (66 reviews) | Not enough data | | **Correction** | Not enough data | 8.8 (65 reviews) | Not enough data | | **Normalization** | Not enough data | 9.0 (63 reviews) | Not enough data | | **Preventative Cleaning** | Not enough data | 8.8 (63 reviews) | Not enough data | | **Data Matching** | Not enough data | 8.9 (62 reviews) | Not enough data | #### Management | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Reporting** | Not enough data | 9.2 (65 reviews) | Not enough data | | **Automation** | Not enough data | 9.0 (61 reviews) | Not enough data | | **Quality Audits** | Not enough data | 8.9 (63 reviews) | Not enough data | | **Dashboard** | Not enough data | 9.0 (61 reviews) | Not enough data | | **Governance** | Not enough data | Feature Not Available | Not enough data | #### Generative AI | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **AI Text Generation** | Not enough data | 8.3 (59 reviews) | Not enough data | | **AI Text Summarization** | Not enough data | 8.3 (60 reviews) | Not enough data | ### Big Data | Product | Score | Reviews | |---|---|---| | **Microsoft Fabric** | N/A | N/A | | **SAS Viya** | 7.9/10 | 225 | | **Dataiku** | 8.7/10 | 94 | #### Building Reports | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Data Transformation** | Not enough data | 8.5 (206 reviews) | 8.5 (92 reviews) | | **Data Modeling** | Not enough data | 8.5 (200 reviews) | 8.6 (89 reviews) | | **WYSIWYG Report Design** | Not enough data | 7.8 (196 reviews) | 7.7 (85 reviews) | | **Integration APIs** | Not enough data | 8.0 (199 reviews) | 8.1 (89 reviews) | #### Platform | Feature | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Mobile User Support** | Not enough data | Not enough data | Not enough data | | **Customization ** | Not enough data | Not enough data | Not enough data | | **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | | **Internationalization** | Not enough data | Not enough data | Not enough data | | **Sandbox / Test Environments** | Not enough data | Not enough data | Not enough data | | **Performance and Reliability** | Not enough data | Not enough data | Not enough data | | **Breadth of Partner Applications** | Not enough data | 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) **Unique to Dataiku (11):** [ Low-Code Machine Learning Platforms Software](https://www.g2.com/categories/low-code-machine-learning-platforms), [AI Orchestration Software](https://www.g2.com/categories/ai-orchestration), [Large Language Model Operationalization (LLMOps) Software](https://www.g2.com/categories/large-language-model-operationalization-llmops), [Generative AI Infrastructure Software](https://www.g2.com/categories/generative-ai-infrastructure), [AWS Marketplace Software](https://www.g2.com/categories/aws-marketplace), [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics), [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), [AI Agents For Business Operations](https://www.g2.com/categories/ai-agents-for-business-operations) --- ## Reviewer Demographics ### By Company Size | Segment | Microsoft Fabric | SAS Viya | Dataiku | |---|---|---|---| | **Small-Business** | 24.4% | 34.3% | 18.0% | | **Mid-Market** | 36.6% | 31.5% | 20.2% | | **Enterprise** | 39.0% | 34.2% | 61.7% | ### By Industry #### Microsoft Fabric - **Information Technology and Services:** 19.5% - **Insurance:** 14.6% - **Manufacturing:** 7.3% - **Education Management:** 7.3% - **Commercial Real Estate:** 4.9% - **Marketing and Advertising:** 4.9% - **Electrical/Electronic Manufacturing:** 4.9% - **Food & Beverages:** 4.9% - **Architecture & Planning:** 2.4% - **Civic & Social Organization:** 2.4% - **Other:** 26.8% #### SAS Viya - **Pharmaceuticals:** 12.3% - **Banking:** 8.9% - **Computer Software:** 7.9% - **Higher Education:** 7.9% - **Financial Services:** 6.1% - **Information Technology and Services:** 5.4% - **Hospital & Health Care:** 4.0% - **Consulting:** 3.7% - **Education Management:** 3.4% - **Insurance:** 3.4% - **Other:** 36.9% #### Dataiku - **Financial Services:** 14.9% - **Pharmaceuticals:** 7.7% - **Manufacturing:** 5.5% - **Retail:** 5.5% - **Consulting:** 5.0% - **Information Technology and Services:** 5.0% - **Insurance:** 5.0% - **Banking:** 4.4% - **Oil & Energy:** 4.4% - **Airlines/Aviation:** 3.3% - **Other:** 39.2% --- ## Alternatives ### Alternatives to Microsoft Fabric - [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (768 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 (656 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (743 reviews) - [Saturn Cloud](https://www.g2.com/products/saturn-cloud-saturn-cloud/reviews) — 4.8/5 stars (320 reviews) - [SuperAnnotate](https://www.g2.com/products/superannotate/reviews) — 4.9/5 stars (281 reviews) - [IBM Watson Studio](https://www.g2.com/products/ibm-watson-studio/reviews) — 4.2/5 stars (167 reviews) - [IBM watsonx.ai](https://www.g2.com/products/ibm-watsonx-ai/reviews) — 4.4/5 stars (143 reviews) - [Roboflow](https://www.g2.com/products/roboflow/reviews) — 4.7/5 stars (146 reviews) - [Cloudera Data Platform](https://www.g2.com/products/cloudera-cloudera-data-platform/reviews) — 4.1/5 stars (136 reviews) ### Alternatives to SAS Viya - [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (768 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (743 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (656 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews) - [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews) - [IBM SPSS Statistics](https://www.g2.com/products/ibm-spss-statistics/reviews) — 4.2/5 stars (927 reviews) - [Posit](https://www.g2.com/products/posit-posit/reviews) — 4.5/5 stars (570 reviews) - [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1622 reviews) - [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3650 reviews) ### Alternatives to Dataiku - [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (656 reviews) - [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews) - [Azure Machine Learning](https://www.g2.com/products/microsoft-azure-machine-learning/reviews) — 4.3/5 stars (90 reviews) - [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3650 reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (768 reviews) - [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews) - [Amazon SageMaker](https://www.g2.com/products/amazon-sagemaker/reviews) — 4.2/5 stars (54 reviews) - [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews) - [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 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..." ### Dataiku - Title: [What data visualization and reporting methods do you support?](https://www.g2.com/discussions/data-visualization) — 2 comments, 1 upvote *(includes official response)* > **Top comment:** "Dataiku supports a number of tools for engaging stakeholders and team members, including: - 25 types of interactive charts - Dashboards that allow you..." - Title: [Can I securely work on my sensitive data?](https://www.g2.com/discussions/can-i-securely-work-on-my-sensitive-data) — 2 comments, 2 upvotes > **Top comment:** "Hi, DSS is on-premise software but we also provide a Amazon image and Docker if desired. You can try DSS on your own computer for free by downloading the..." - Title: [What machine learning algorithms do you support?](https://www.g2.com/discussions/techical-specifications-5dafbb22-fb53-40e6-99ca-920a3000c257) — 1 comment, 1 upvote *(includes official response)* > **Top comment:** "Dataiku leverages machine learning libraries from scikit-learn, Spark MLlib, H2O and Vertica for guided ML analyses that give you instant visual &..." - Title: [What programming languages do you support?](https://www.g2.com/discussions/techical-specifications-168d61c9-5165-4b3f-bded-0167b92ff8ed) — 1 comment, 1 upvote *(includes official response)* > **Top comment:** "Dataiku allows you to integrate code into your analytic workflow with code recipes using your favorite languages.Additionally, Dataiku features notebooks for..." - Title: [What data wrangling techniques do you support?](https://www.g2.com/discussions/techical-specifications-ab5002f3-fd5f-4acb-8fbd-280592800a16) — 1 comment, 1 upvote *(includes official response)* > **Top comment:** "Dataiku enables numerous data preparation and shaping options through visual recipes that don’t require coding skills. The scope of data wrangling techniques..." --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/microsoft-fabric-vs-sas-sas-viya-vs-dataiku)