Link copied to clipboard # Cube vs Microsoft Power BI Comparison - What are their main differences? Share [ Export ](/compare/cube-2023-07-31/microsoft-microsoft-power-bi/export.csv) CubeMicrosoft Power BI[+ Add Product](#) Reviews **Cube** [ 4.6/5(27) ](https://www.g2.com/products/cube-2023-07-31/reviews#reviews) **Microsoft Power BI** [ 4.5/5(1,661) ](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews#reviews) Pricing **Cube** Free Trial **Free** · Free **Microsoft Power BI** Free Trial **Free** 1 User · Power BI in Microsoft Fabric **Pricing Insights** from reviews Time to Implement **Cube** Not enough reviews yet **Microsoft Power BI** 2 months Based on 5 responses Return on Investment **Cube** Not enough reviews yet **Microsoft Power BI** 11 months Based on 5 responses Perceived Cost **Cube** $$$$$ **Microsoft Power BI** $$$$$ Average Discount **Cube** Not enough reviews yet **Microsoft Power BI** 12% ![Cube](https://images.g2crowd.com/uploads/product/hd_favicon/866197fb6198c9fd02eb065aab772ac5/cube-2023-07-31.svg "Cube") ![Microsoft Power BI](https://images.g2crowd.com/uploads/product/hd_favicon/2febb6721c3decc33a9bbf255022ac47/microsoft-microsoft-power-bi.svg "Microsoft Power BI") G2 offers free advice on this comparison. 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Pros & Cons **Cube** [ Ease of Use (5) ](https://www.g2.com/products/cube-2023-07-31/reviews?filters%5Bsentiment_snippet%5D=2369144&qs=pros-and-cons#reviews)[ Customization (4) ](https://www.g2.com/products/cube-2023-07-31/reviews?filters%5Bsentiment_snippet%5D=1718352&qs=pros-and-cons#reviews)[ Missing Features (4) ](https://www.g2.com/products/cube-2023-07-31/reviews?filters%5Bsentiment_snippet%5D=2368978&qs=pros-and-cons#reviews)[ Bugs (3) ](https://www.g2.com/products/cube-2023-07-31/reviews?filters%5Bsentiment_snippet%5D=1718368&qs=pros-and-cons#reviews) **Microsoft Power BI** [ Ease of Use (137) ](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews?filters%5Bsentiment_snippet%5D=1396945&qs=pros-and-cons#reviews)[ Data Visualization (125) ](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews?filters%5Bsentiment_snippet%5D=1398049&qs=pros-and-cons#reviews)[ Learning Curve (75) ](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews?filters%5Bsentiment_snippet%5D=1397429&qs=pros-and-cons#reviews)[ Slow Performance (65) ](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews?filters%5Bsentiment_snippet%5D=1397918&qs=pros-and-cons#reviews) Integrations **Cube** [ ![Product Avatar Image](https://images.g2crowd.com/uploads/vendor/image/33433/large_detail_ae327aadc92f46e706f6c7b4589e5365.jpg "Product Avatar Image") Airflow ](https://www.g2.com/products/airflow/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b3390b4cc3d92e87d570895f7358c003/amazon-athena.jpg "Product Avatar Image") Amazon Athena ](https://www.g2.com/products/amazon-athena/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b3390b4cc3d92e87d570895f7358c003/amazon-cloudwatch.jpg "Product Avatar Image") Amazon CloudWatch ](https://www.g2.com/products/amazon-cloudwatch/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b3390b4cc3d92e87d570895f7358c003/amazon-redshift.jpg "Product Avatar Image") Amazon Redshift ](https://www.g2.com/products/amazon-redshift/reviews)[ View all ](https://www.g2.com/products/cube-2023-07-31/integrations) **Microsoft Power BI** [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_292819dc3de0a834ee29a8277d35bdcc/alteryx.png "Product Avatar Image") Alteryx ](https://www.g2.com/products/alteryx/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b3390b4cc3d92e87d570895f7358c003/amazon-athena.jpg "Product Avatar Image") Amazon Athena ](https://www.g2.com/products/amazon-athena/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b3390b4cc3d92e87d570895f7358c003/amazon-redshift.jpg "Product Avatar Image") Amazon Redshift ](https://www.g2.com/products/amazon-redshift/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_d63327b58e9e55cbadb26d04e56bb0eb/amplitude-analytics.png "Product Avatar Image") Amplitude ](https://www.g2.com/products/amplitude-analytics/reviews)[ View all ](https://www.g2.com/products/microsoft-microsoft-power-bi/integrations) Screenshots **Cube** ![Cube screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/1818003/product-screenshot-1.png) **Microsoft Power BI** ![Microsoft Power BI screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/78447/expirable-direct-uploads_2F182d3461-c721-4c39-941f-7356212f5fe2_2Fpbi2.png) Ratings Meets Requirements **Cube** 8.8 8.823 **Microsoft Power BI** 9.0 9.01,323 Ease of Use **Cube** 8.8 8.825 **Microsoft Power BI** 8.5 8.51,353 Ease of Setup **Cube** 8.5 8.514 **Microsoft Power BI** 8.8 8.8785 Ease of Admin **Cube** 9.0 9.013 **Microsoft Power BI** 8.5 8.5426 Quality of Support **Cube** 9.6 9.623 **Microsoft Power BI** 8.5 8.51,174 Has the product been a good partner in doing business? **Cube** 9.7 9.710 **Microsoft Power BI** 8.8 8.8407 Product Direction (% positive) **Cube** 10.0 10.025 **Microsoft Power BI** 9.3 9.31,280 Features Business Intelligence[Hide 85 FeaturesShow 85 Features](javascript:void(0);) 9.3 20 8.9 1,272 Reports Reports Interface 9.0(won by 0.1) 12 8.9 1095 | Verified Graphs and Charts 9.0 14 9.1(won by 0.1) 1087 | Verified Dashboards 9.0 13 9.1(won by 0.1) 1089 | Verified Steps to Answer Feature Not Available 8.4(won by default) 977 | Verified Score Cards Feature Not Available 8.8(won by default) 695 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 Self Service Calculated Fields 8.9(won by 0.3) 19 8.6 914 Data Column Filtering 9.6(won by 0.7) 17 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.9 901 Data Discovery 7.7 11 8.7(won by 1.0) 985 | Verified (There is a greater than 0.5 difference between this product's rating and its competitors) Search 8.0 9 8.5(won by 0.5) 855 (There is a greater than 0.5 difference between this product's rating and its competitors) Collaboration / Workflow 8.3 10 8.4(won by 0.1) 982 | Verified Automodeling 7.1 12 8.2(won by 1.1) 881 | Verified (There is a greater than 0.5 difference between this product's rating and its competitors) 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 Advanced Analytics Predictive Analytics 6.5 8 8.3(won by 1.8) 741 | Verified (There is a greater than 0.5 difference between this product's rating and its competitors) Data Visualization 8.4 15 9.2(won by 0.8) 1080 | Verified (There is a greater than 0.5 difference between this product's rating and its competitors) Big Data Services 9.2(won by 0.8) 11 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.4 768 | Verified 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 Building Reports Data Transformation 7.6 7 8.8(won by 1.2) 587 | Verified (There is a greater than 0.5 difference between this product's rating and its competitors) Data Modeling 9.0(won by 0.3) 10 8.7 597 | Verified Integration APIs 9.4(won by 0.9) 11 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.5 504 | Verified WYSIWYG Report Design Feature Not Available 8.5(won by default) 515 | Verified 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 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 Additional Functionality Customizable Branding Not enough data Not enough data Natural Language Processing Not enough data Not enough data Data Extraction Not enough data Not enough data AI Copilot Not enough data Not enough data Ad hoc Reporting Not enough data Not enough data Real-Time Reporting Not enough data Not enough data Publishing/Sharing Not enough data Not enough data Collaboration Tools Not enough data Not enough data Strategic Planning Not enough data Not enough data Self Service Data Preparation Not enough data Not enough data Trend Analysis Not enough data Not enough data Text Analysis Not enough data Not enough data Real-Time Monitoring Not enough data Not enough data Data Synchronization Not enough data Not enough data Widgets Not enough data Not enough data Benchmarking Not enough data Not enough data Performance Metrics Not enough data Not enough data Data Mapping Not enough data Not enough data Generative AI Not enough data Not enough data Trend/Problem Indicators Not enough data Not enough data Customizable Templates Not enough data Not enough data Access Controls/Permissions Not enough data Not enough data Data Import/Export Not enough data Not enough data Profitability Analysis Not enough data Not enough data OLAP Not enough data Not enough data Alerts/Notifications Not enough data Not enough data Search/Filter Not enough data Not enough data Drag & Drop Not enough data Not enough data Data Connectors Not enough data Not enough data Multiple Data Sources Not enough data Not enough data Key Performance Indicators Not enough data Not enough data Dashboard Creation Not enough data Not enough data Role-Based Permissions Not enough data Not enough data Data Mining Not enough data Not enough data Forecasting Not enough data Not enough data Ad hoc Query Not enough data Not enough data Analytics Platforms[Hide 136 FeaturesShow 136 Features](javascript:void(0);) 8.5 20 8.5 1,287 Reports Reports Interface 9.0(won by 0.1) 12 8.9 1095 | Verified Graphs and Charts 9.0 14 9.1(won by 0.1) 1087 | Verified Dashboards 9.0 13 9.1(won by 0.1) 1089 | Verified Steps to Answer Feature Not Available 8.4(won by default) 977 | Verified Score Cards Feature Not Available 8.8(won by default) 695 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 Connectors 9.0(tied score) 13 9.0(tied score) 696 | Verified Data Governance 7.2 10 8.8(won by 1.6) 628 | Verified (There is a greater than 0.5 difference between this product's rating and its competitors) Data Modeling and Blending Data Querying 9.3(won by 0.4) 17 8.9 659 | Verified Data Filtering 9.4(won by 0.3) 16 9.1 673 | Verified Data Blending 9.5(won by 0.7) 10 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.8 694 | Verified Data Capture and Transfer Not enough data Not enough data Generative AI AI Text Generation Not enough data 7.6(won by default) 304 AI Text Summarization Feature Not Available 7.7(won by default) 303 Generative AI Not enough data Not enough data Agentic AI - Analytics Platforms Autonomous Task Execution Not enough data 7.6(won by default) 146 Multi-step Planning Not enough data 8.0(won by default) 149 Cross-system Integration Not enough data 8.4(won by default) 151 Adaptive Learning Feature Not Available 8.2(won by default) 148 Natural Language Interaction Not enough data 7.9(won by default) 149 Proactive Assistance Feature Not Available 8.1(won by default) 147 Decision Making Not enough data 8.5(won by default) 154 Third-Party Integrations Not enough data Not enough data Self Service Calculated Fields 8.9(won by 0.3) 19 8.6 914 Data Column Filtering 9.6(won by 0.7) 17 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.9 901 Data Discovery 7.7 11 8.7(won by 1.0) 985 | Verified (There is a greater than 0.5 difference between this product's rating and its competitors) Search 8.0 9 8.5(won by 0.5) 855 (There is a greater than 0.5 difference between this product's rating and its competitors) Collaboration / Workflow 8.3 10 8.4(won by 0.1) 982 | Verified Automodeling 7.1 12 8.2(won by 1.1) 881 | Verified (There is a greater than 0.5 difference between this product's rating and its competitors) 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 No-code Dashboard Builder Not enough data 8.9(won by default) 133 Report Scheduling and Automation Not enough data 8.7(won by default) 143 Embedded Analytics and White-labeling Not enough data 8.4(won by default) 115 Data Source Connectivity Not enough data 9.2(won by default) 179 Multiple Data Sources Not enough data Not enough data Query Builder Not enough data Not enough data Advanced Analytics Predictive Analytics 6.5 8 8.3(won by 1.8) 741 | Verified (There is a greater than 0.5 difference between this product's rating and its competitors) Data Visualization 8.4 15 9.2(won by 0.8) 1080 | Verified (There is a greater than 0.5 difference between this product's rating and its competitors) Big Data Services 9.2(won by 0.8) 11 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.4 768 | Verified 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 Large data handling and Query Speed Not enough data 7.6(won by default) 175 Concurrent User Support Not enough data 8.6(won by default) 114 Database Support Not enough data Not enough data Advanced Analytics & Modeling - Analytics Platforms Data Modeling and Governance Not enough data 8.7(won by default) 125 Notebook and Script Integration Not enough data 8.6(won by default) 114 Built-in Predictive and Statistical Models Feature Not Available 8.4(won by default) 110 Agentic AI Capabilities - Analytics Platforms Auto-generated Insights and Narratives Not enough data 8.1(won by default) 110 Natural Language Queries Not enough data 8.1(won by default) 118 Proactive KPI Monitoring and Alerts Feature Not Available 8.3(won by default) 110 AI Agents for Analytical Follow-ups Not enough data 7.8(won by default) 107 Personalized Intelligence - Analytics Platforms Behavioral Learning for Contextual Query Refinement Feature Not Available 8.0(won by default) 110 Role-based Insight Personalization Not enough data 8.3(won by default) 113 Conversational and Prompt-based Analytics Not enough data 8.1(won by default) 111 Ad hoc Query Not enough data Not enough data Visual Analytics Not enough data Not enough data Building Reports Data Transformation 7.6 7 8.8(won by 1.2) 587 | Verified (There is a greater than 0.5 difference between this product's rating and its competitors) Data Modeling 9.0(won by 0.3) 10 8.7 597 | Verified Integration APIs 9.4(won by 0.9) 11 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.5 504 | Verified WYSIWYG Report Design Feature Not Available 8.5(won by default) 515 | Verified 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 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 Embedded Business Intelligence[Hide 74 FeaturesShow 74 Features](javascript:void(0);) 9.3 20 Not enough data Reports Reports Interface 9.0(won by 0.1) 12 8.9 1095 | Verified Graphs and Charts 9.0 14 9.1(won by 0.1) 1087 | Verified Dashboards 9.0 13 9.1(won by 0.1) 1089 | Verified Steps to Answer Feature Not Available 8.4(won by default) 977 | Verified Score Cards Feature Not Available 8.8(won by default) 695 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 Self Service Calculated Fields 8.9(won by 0.3) 19 8.6 914 Data Column Filtering 9.6(won by 0.7) 17 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.9 901 Data Discovery 7.7 11 8.7(won by 1.0) 985 | Verified (There is a greater than 0.5 difference between this product's rating and its competitors) Search 8.0 9 8.5(won by 0.5) 855 (There is a greater than 0.5 difference between this product's rating and its competitors) Collaboration / Workflow 8.3 10 8.4(won by 0.1) 982 | Verified Automodeling 7.1 12 8.2(won by 1.1) 881 | Verified (There is a greater than 0.5 difference between this product's rating and its competitors) 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 Building Reports Data Transformation 7.6 7 8.8(won by 1.2) 587 | Verified (There is a greater than 0.5 difference between this product's rating and its competitors) Data Modeling 9.0(won by 0.3) 10 8.7 597 | Verified Integration APIs 9.4(won by 0.9) 11 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.5 504 | Verified WYSIWYG Report Design Feature Not Available 8.5(won by default) 515 | Verified 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 Generative AI Not enough data Not enough data AI Copilot Not enough data Not enough data Access Controls/Permissions Not enough data Not enough data Mobile Reporting Not enough data Not enough data Data Mapping Not enough data Not enough data Multiple Data Sources Not enough data Not enough data Forecasting Not enough data Not enough data Customizable Branding Not enough data Not enough data Charting Not enough data Not enough data Customization Not enough data Not enough data Role-Based Permissions Not enough data Not enough data Real-Time Analytics Not enough data Not enough data Workflow Management Not enough data Not enough data Collaboration Tools Not enough data Not enough data Ad hoc Query Not enough data Not enough data Data Extraction Not enough data Not enough data Data Synchronization Not enough data Not enough data Application Development Not enough data Not enough data Real-Time Reporting Not enough data Not enough data Reporting & Statistics Not enough data Not enough data Geographic Maps Not enough data Not enough data Widgets Not enough data Not enough data SSL Security Not enough data Not enough data Reporting/Analytics Not enough data Not enough data Self-service Analytics Not enough data Not enough data Ad hoc Analysis Not enough data Not enough data Data Capture and Transfer Not enough data Not enough data Integration into Third Party Applications Not enough data Not enough data Ad hoc Reporting Not enough data Not enough data Visual Workflow Management Not enough data Not enough data Visual Analytics Not enough data Not enough data Single Sign On Not enough data Not enough data Trend Analysis Not enough data Not enough data Predictive Analytics Not enough data Not enough data Data Visualization Not enough data Not enough data Data Connectors Not enough data Not enough data Benchmarking Not enough data Not enough data Alerts/Notifications Not enough data Not enough data Streaming Analytics Not enough data Not enough data Mobile Access Not enough data Not enough data Drag & Drop Not enough data Not enough data Dashboard Creation Not enough data Not enough data Semantic Layer Tools[Hide 17 FeaturesShow 17 Features](javascript:void(0);) Not enough data 8.2 7 Deployment & Integration - Semantic Layer Tools Multi-Environment & Multi-Cloud Support Not enough data 8.9(won by default) 6 Open API & SDK Integration Not enough data 8.6(won by default) 6 Data Connectivity & Federation - Semantic Layer Tools Cross-Source Query Federation Not enough data 9.3(won by default) 7 Dynamic Schema & Metadata Adaptation Not enough data 8.9(won by default) 6 Data Modeling & Metrics - Semantic Layer Tools Derived & Calculated Metrics Not enough data 9.3(won by default) 7 Time Intelligence Functions Not enough data 9.3(won by default) 7 Performance Optimization - Semantic Layer Tools Query Caching & Acceleration Not enough data 8.1(won by default) 6 Adaptive Query Optimization Not enough data 8.1(won by default) 7 Governance - Semantic Layer Tools AI Governance & Observability Not enough data 7.4(won by default) 7 Metric Lineage for AI Training Data Not enough data 7.5(won by default) 6 Version Control & Change Impact Analysis Not enough data 7.4(won by default) 7 Advanced Intelligence - Semantic Layer Tools Natural Language Query Interface Not enough data 7.9(won by default) 7 Semantic Layer for AI/ML Models Not enough data 7.5(won by default) 6 Recommendation Engine Feature Not Available 8.1(won by default) 6 Agentic AI Enablement - Semantic Layer Tools Agentic Query Orchestration Not enough data 7.2(won by default) 6 Contextual Reasoning Layer Not enough data 7.2(won by default) 6 Workflow Automation via Semantic Agents Not enough data 7.9(won by default) 7 User Insights Reviewers' Company Size [![Cube](https://images.g2crowd.com/uploads/product/hd_favicon/866197fb6198c9fd02eb065aab772ac5/cube-2023-07-31.svg "Cube")](https://www.g2.com/products/cube-2023-07-31/reviews) Cube Small-Business(50 or fewer emp.) 51.9% Mid-Market(51-1000 emp.) 40.7% Enterprise(\> 1000 emp.) 7.4% [![Microsoft Power BI](https://images.g2crowd.com/uploads/product/hd_favicon/2febb6721c3decc33a9bbf255022ac47/microsoft-microsoft-power-bi.svg "Microsoft Power BI")](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) Microsoft Power BI Small-Business(50 or fewer emp.) 20.8% Mid-Market(51-1000 emp.) 37.0% Enterprise(\> 1000 emp.) 42.2% Small-Business (50 or fewer emp.) 51.9% 20.8% Mid-Market (51-1000 emp.) 40.7% 37.0% Enterprise (\> 1000 emp.) 7.4% 42.2% Reviewers' Industry [![Cube](https://images.g2crowd.com/uploads/product/hd_favicon/866197fb6198c9fd02eb065aab772ac5/cube-2023-07-31.svg "Cube")](https://www.g2.com/products/cube-2023-07-31/reviews) Cube Computer Software 23.1% Information Technology and Services 11.5% Marketing and Advertising 7.7% Management Consulting 7.7% Hospital & Health Care 7.7% Other 42.3% [![Microsoft Power BI](https://images.g2crowd.com/uploads/product/hd_favicon/2febb6721c3decc33a9bbf255022ac47/microsoft-microsoft-power-bi.svg "Microsoft Power BI")](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) Microsoft Power BI Information Technology and Services 16.2% Computer Software 6.9% Financial Services 4.9% Telecommunications 3.1% Hospital & Health Care 3.1% Other 65.8% Alternatives **Cube Alternatives** 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