# IBM Cognos Analytics vs Microsoft Power BI Embedded Comparison --- ## AI Generated Summary - **G2 reviewers report** that IBM Cognos Analytics excels in providing a comprehensive reporting experience, with users appreciating its ability to pull consistent reports from multiple data sources. One user highlighted how it transforms complex data into clear visuals, making it a reliable tool for management presentations. - **Users say** Microsoft Power BI Embedded stands out for its user-friendly interface, which many find easy to understand and navigate. Reviewers noted that it enhances creativity with its diverse visual options, simplifying complex problems that previously took significant time in Excel. - **According to verified reviews** , IBM Cognos Analytics has a strong presence in the enterprise market, with users noting its stability and speed once set up. This makes it a preferred choice for organizations needing robust analytics capabilities, especially in educational settings where engaging presentations are crucial. - **Reviewers mention** that Power BI Embedded shines in integration capabilities, particularly with Microsoft tools like Power Automate. Users appreciate how this feature allows for real-time dashboards, which is essential for businesses that rely on up-to-date data for decision-making. - **G2 reviewers highlight** that while IBM Cognos Analytics offers powerful reporting tools, some users find the initial setup process to be more complex compared to Power BI Embedded. This can be a consideration for teams looking for a quicker onboarding experience. - **Users express** that Microsoft Power BI Embedded generally provides a higher quality of support, with many praising the responsiveness and helpfulness of the support team. This can be a significant advantage for smaller companies that may require more assistance during implementation. | | IBM Cognos Analytics | Microsoft Power BI Embedded | |---|---|---| | **Star Rating** | 4.1 out of 5 | 4.4 out of 5 | | **Total Reviews** | 461 | 108 | | **Largest Market Segment** | Enterprise (58.5% of reviews) | Mid-Market (40.0% of reviews) | | **Entry Level Price** | Starting at $44.90 1 User Per Month | No pricing available | --- ## Top Pros & Cons ### IBM Cognos Analytics Pros: - Ease of Use (36 reviews) - Report Generation (17 reviews) Cons: - Learning Curve (18 reviews) - Learning Difficulty (10 reviews) ### Microsoft Power BI Embedded Pros: - Ease of Use (2 reviews) - Business Improvement (1 reviews) Cons: - Learning Curve (2 reviews) - Learning Difficulty (2 reviews) --- ## Ratings Comparison | Rating | IBM Cognos Analytics | Microsoft Power BI Embedded | |---|---|---| | **Meets Requirements** | 8.2 (318 reviews) | 8.9 (85 reviews) | | **Ease of Use** | 7.5 (341 reviews) | 8.2 (85 reviews) | | **Ease of Setup** | 7.2 (199 reviews) | 8.0 (30 reviews) | | **Ease of Admin** | 7.0 (143 reviews) | 8.1 (25 reviews) | | **Quality of Support** | 7.5 (285 reviews) | 8.5 (76 reviews) | | **Has the product been a good partner in doing business?** | 7.8 (139 reviews) | 8.2 (25 reviews) | | **Product Direction (% positive)** | 7.9 (301 reviews) | 8.5 (84 reviews) | --- ## Pricing ### IBM Cognos Analytics #### Entry-Level Pricing Plan: Cognos® Analytics On Demand - Premium Price: Starting at $44.90 1 User Per Month Description: A fully managed solution for up to 200 users • AI Agents, reporting, data discovery and dashboarding • Upgrades, infrastructure and scaling • Mix and match licenses based on user requirements in one tenant • No minimum quantity, pay as you grow Key Features: - https://www.ibm.com/marketplace/purchase/configuration/en/us/checkout?editionID=EID2RPAX - All Standard features + - Create, run and schedule reports [Browse all 3 editions](https://www.g2.com/products/ibm-cognos-analytics/pricing) #### Free Trial Yes ### Microsoft Power BI Embedded #### Entry-Level Pricing No pricing available #### Free Trial No information available --- ## Features Comparison By Category ### Business Intelligence | Product | Score | Reviews | |---|---|---| | **IBM Cognos Analytics** | 8.7/10 | 265 | | **Microsoft Power BI Embedded** | 8.7/10 | 67 | #### Reports | Feature | IBM Cognos Analytics | Microsoft Power BI Embedded | |---|---|---| | **Reports Interface** | 8.1 (206 reviews) ✓ Verified | 9.2 (67 reviews) ✓ Verified | | **Steps to Answer** | 7.6 (164 reviews) ✓ Verified | 8.4 (60 reviews) ✓ Verified | | **Graphs and Charts** | 8.1 (195 reviews) ✓ Verified | 9.4 (62 reviews) ✓ Verified | | **Score Cards** | 7.7 (144 reviews) ✓ Verified | 8.8 (58 reviews) ✓ Verified | | **Dashboards** | 7.9 (189 reviews) ✓ Verified | 9.3 (63 reviews) ✓ Verified | #### Self Service | Feature | IBM Cognos Analytics | Microsoft Power BI Embedded | |---|---|---| | **Calculated Fields** | 8.1 (176 reviews) ✓ Verified | 8.9 (62 reviews) ✓ Verified | | **Data Column Filtering** | 8.5 (194 reviews) ✓ Verified | 8.7 (63 reviews) ✓ Verified | | **Data Discovery** | 8.0 (179 reviews) ✓ Verified | 8.7 (61 reviews) ✓ Verified | | **Search** | 7.7 (164 reviews) ✓ Verified | 8.4 (52 reviews) | | **Collaboration / Workflow** | 7.6 (160 reviews) ✓ Verified | 8.4 (61 reviews) ✓ Verified | | **Automodeling** | 7.3 (126 reviews) ✓ Verified | Feature Not Available | #### Advanced Analytics | Feature | IBM Cognos Analytics | Microsoft Power BI Embedded | |---|---|---| | **Predictive Analytics** | 7.8 (132 reviews) ✓ Verified | Not enough data | | **Data Visualization** | 8.0 (168 reviews) ✓ Verified | Not enough data | | **Big Data Services** | 8.0 (120 reviews) | Not enough data | #### Building Reports | Feature | IBM Cognos Analytics | Microsoft Power BI Embedded | |---|---|---| | **Data Transformation** | 8.2 (122 reviews) ✓ Verified | 8.8 (44 reviews) | | **Data Modeling** | 8.2 (121 reviews) ✓ Verified | 8.6 (47 reviews) ✓ Verified | | **WYSIWYG Report Design** | 7.9 (108 reviews) ✓ Verified | 8.4 (41 reviews) ✓ Verified | | **Integration APIs** | 7.5 (92 reviews) ✓ Verified | 8.5 (42 reviews) ✓ Verified | #### Platform | Feature | IBM Cognos Analytics | Microsoft Power BI Embedded | |---|---|---| | **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 | ### Analytics Platforms | Product | Score | Reviews | |---|---|---| | **IBM Cognos Analytics** | 8.1/10 | 272 | | **Microsoft Power BI Embedded** | N/A | N/A | #### Reports | Feature | IBM Cognos Analytics | Microsoft Power BI Embedded | |---|---|---| | **Reports Interface** | 8.1 (206 reviews) ✓ Verified | 9.2 (67 reviews) ✓ Verified | | **Steps to Answer** | 7.6 (164 reviews) ✓ Verified | 8.4 (60 reviews) ✓ Verified | | **Graphs and Charts** | 8.1 (195 reviews) ✓ Verified | 9.4 (62 reviews) ✓ Verified | | **Score Cards** | 7.7 (144 reviews) ✓ Verified | 8.8 (58 reviews) ✓ Verified | | **Dashboards** | 7.9 (189 reviews) ✓ Verified | 9.3 (63 reviews) ✓ Verified | #### Data Preparation | Feature | IBM Cognos Analytics | Microsoft Power BI Embedded | |---|---|---| | **Connectors** | 8.2 (72 reviews) ✓ Verified | Not enough data | | **Data Governance** | 8.3 (73 reviews) ✓ Verified | Not enough data | #### Data Modeling and Blending | Feature | IBM Cognos Analytics | Microsoft Power BI Embedded | |---|---|---| | **Data Querying** | 8.4 (77 reviews) ✓ Verified | Not enough data | | **Data Filtering** | 8.5 (77 reviews) ✓ Verified | Not enough data | | **Data Blending** | 8.2 (74 reviews) ✓ Verified | Not enough data | #### Generative AI | Feature | IBM Cognos Analytics | Microsoft Power BI Embedded | |---|---|---| | **AI Text Generation** | 7.3 (37 reviews) | Not enough data | | **AI Text Summarization** | 7.5 (37 reviews) | Not enough data | #### Agentic AI - Analytics Platforms | Feature | IBM Cognos Analytics | Microsoft Power BI Embedded | |---|---|---| | **Autonomous Task Execution** | 7.7 (10 reviews) | Not enough data | | **Multi-step Planning** | 8.0 (9 reviews) | Not enough data | | **Cross-system Integration** | 7.6 (9 reviews) | Not enough data | | **Adaptive Learning** | 8.0 (9 reviews) | Not enough data | | **Natural Language Interaction** | 8.0 (10 reviews) | Not enough data | | **Proactive Assistance** | 8.0 (10 reviews) | Not enough data | | **Decision Making** | 7.8 (10 reviews) | Not enough data | #### Self Service | Feature | IBM Cognos Analytics | Microsoft Power BI Embedded | |---|---|---| | **Calculated Fields** | 8.1 (176 reviews) ✓ Verified | 8.9 (62 reviews) ✓ Verified | | **Data Column Filtering** | 8.5 (194 reviews) ✓ Verified | 8.7 (63 reviews) ✓ Verified | | **Data Discovery** | 8.0 (179 reviews) ✓ Verified | 8.7 (61 reviews) ✓ Verified | | **Search** | 7.7 (164 reviews) ✓ Verified | 8.4 (52 reviews) | | **Collaboration / Workflow** | 7.6 (160 reviews) ✓ Verified | 8.4 (61 reviews) ✓ Verified | | **Automodeling** | 7.3 (126 reviews) ✓ Verified | Feature Not Available | #### Deployment & Integration - Analytics Platforms | Feature | IBM Cognos Analytics | Microsoft Power BI Embedded | |---|---|---| | **No-code Dashboard Builder** | 8.1 (7 reviews) | Not enough data | | **Report Scheduling and Automation** | 8.3 (7 reviews) | Not enough data | | **Embedded Analytics and White-labeling** | 8.1 (6 reviews) | Not enough data | | **Data Source Connectivity** | 8.3 (7 reviews) | Not enough data | #### Advanced Analytics | Feature | IBM Cognos Analytics | Microsoft Power BI Embedded | |---|---|---| | **Predictive Analytics** | 7.8 (132 reviews) ✓ Verified | Not enough data | | **Data Visualization** | 8.0 (168 reviews) ✓ Verified | Not enough data | | **Big Data Services** | 8.0 (120 reviews) | Not enough data | #### Performance & Scalability - Analytics Platforms | Feature | IBM Cognos Analytics | Microsoft Power BI Embedded | |---|---|---| | **Large data handling and Query Speed** | 8.6 (7 reviews) | Not enough data | | **Concurrent User Support** | 8.8 (7 reviews) | Not enough data | #### Advanced Analytics & Modeling - Analytics Platforms | Feature | IBM Cognos Analytics | Microsoft Power BI Embedded | |---|---|---| | **Data Modeling and Governance** | 9.1 (9 reviews) | Not enough data | | **Notebook and Script Integration** | 8.9 (6 reviews) | Not enough data | | **Built-in Predictive and Statistical Models** | 8.8 (7 reviews) | Not enough data | #### Agentic AI Capabilities - Analytics Platforms | Feature | IBM Cognos Analytics | Microsoft Power BI Embedded | |---|---|---| | **Auto-generated Insights and Narratives** | 9.2 (8 reviews) | Not enough data | | **Natural Language Queries** | 8.8 (7 reviews) | Not enough data | | **Proactive KPI Monitoring and Alerts** | 7.8 (6 reviews) | Not enough data | | **AI Agents for Analytical Follow-ups** | Feature Not Available | Not enough data | #### Personalized Intelligence - Analytics Platforms | Feature | IBM Cognos Analytics | Microsoft Power BI Embedded | |---|---|---| | **Behavioral Learning for Contextual Query Refinement** | Feature Not Available | Not enough data | | **Role-based Insight Personalization** | 7.8 (6 reviews) | Not enough data | | **Conversational and Prompt-based Analytics** | 8.1 (6 reviews) | Not enough data | #### Building Reports | Feature | IBM Cognos Analytics | Microsoft Power BI Embedded | |---|---|---| | **Data Transformation** | 8.2 (122 reviews) ✓ Verified | 8.8 (44 reviews) | | **Data Modeling** | 8.2 (121 reviews) ✓ Verified | 8.6 (47 reviews) ✓ Verified | | **WYSIWYG Report Design** | 7.9 (108 reviews) ✓ Verified | 8.4 (41 reviews) ✓ Verified | | **Integration APIs** | 7.5 (92 reviews) ✓ Verified | 8.5 (42 reviews) ✓ Verified | ### Embedded Business Intelligence | Product | Score | Reviews | |---|---|---| | **IBM Cognos Analytics** | 8.6/10 | 263 | | **Microsoft Power BI Embedded** | 8.8/10 | 67 | #### Reports | Feature | IBM Cognos Analytics | Microsoft Power BI Embedded | |---|---|---| | **Reports Interface** | 8.1 (206 reviews) ✓ Verified | 9.2 (67 reviews) ✓ Verified | | **Steps to Answer** | 7.6 (164 reviews) ✓ Verified | 8.4 (60 reviews) ✓ Verified | | **Graphs and Charts** | 8.1 (195 reviews) ✓ Verified | 9.4 (62 reviews) ✓ Verified | | **Score Cards** | 7.7 (144 reviews) ✓ Verified | 8.8 (58 reviews) ✓ Verified | | **Dashboards** | 7.9 (189 reviews) ✓ Verified | 9.3 (63 reviews) ✓ Verified | #### Self Service | Feature | IBM Cognos Analytics | Microsoft Power BI Embedded | |---|---|---| | **Calculated Fields** | 8.1 (176 reviews) ✓ Verified | 8.9 (62 reviews) ✓ Verified | | **Data Column Filtering** | 8.5 (194 reviews) ✓ Verified | 8.7 (63 reviews) ✓ Verified | | **Data Discovery** | 8.0 (179 reviews) ✓ Verified | 8.7 (61 reviews) ✓ Verified | | **Search** | 7.7 (164 reviews) ✓ Verified | 8.4 (52 reviews) | | **Collaboration / Workflow** | 7.6 (160 reviews) ✓ Verified | 8.4 (61 reviews) ✓ Verified | | **Automodeling** | 7.3 (126 reviews) ✓ Verified | Feature Not Available | #### Building Reports | Feature | IBM Cognos Analytics | Microsoft Power BI Embedded | |---|---|---| | **Data Transformation** | 8.2 (122 reviews) ✓ Verified | 8.8 (44 reviews) | | **Data Modeling** | 8.2 (121 reviews) ✓ Verified | 8.6 (47 reviews) ✓ Verified | | **WYSIWYG Report Design** | 7.9 (108 reviews) ✓ Verified | 8.4 (41 reviews) ✓ Verified | | **Integration APIs** | 7.5 (92 reviews) ✓ Verified | 8.5 (42 reviews) ✓ Verified | ### Predictive Analytics | Product | Score | Reviews | |---|---|---| | **IBM Cognos Analytics** | 8.5/10 | 37 | | **Microsoft Power BI Embedded** | N/A | N/A | #### Statistical Tool | Feature | IBM Cognos Analytics | Microsoft Power BI Embedded | |---|---|---| | **Scripting** | 8.2 (32 reviews) | Not enough data | | **Data Mining** | 8.9 (6 reviews) | Not enough data | | **Algorithms** | 8.6 (6 reviews) | Not enough data | #### Data Analysis | Feature | IBM Cognos Analytics | Microsoft Power BI Embedded | |---|---|---| | **Analysis** | 8.7 (35 reviews) | Not enough data | | **Data Interaction** | 8.8 (34 reviews) | Not enough data | #### Decision Making | Feature | IBM Cognos Analytics | Microsoft Power BI Embedded | |---|---|---| | **Modeling** | 8.7 (32 reviews) | Not enough data | | **Data Visualizations** | 8.6 (35 reviews) | Not enough data | | **Report Generation** | 8.4 (36 reviews) | Not enough data | | **Data Unification** | 8.3 (32 reviews) | Not enough data | #### Generative AI | Feature | IBM Cognos Analytics | Microsoft Power BI Embedded | |---|---|---| | **AI Text Generation** | 7.9 (19 reviews) | Not enough data | | **AI Text Summarization** | 8.0 (19 reviews) | Not enough data | --- ## Categories **Shared Categories (1):** [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence) **Unique to IBM Cognos Analytics (2):** [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics) --- ## Reviewer Demographics ### By Company Size | Segment | IBM Cognos Analytics | Microsoft Power BI Embedded | |---|---|---| | **Small-Business** | 15.6% | 23.8% | | **Mid-Market** | 25.9% | 40.0% | | **Enterprise** | 58.5% | 36.2% | ### By Industry #### IBM Cognos Analytics - **Information Technology and Services:** 11.1% - **Insurance:** 8.5% - **Financial Services:** 8.2% - **Computer Software:** 6.4% - **Banking:** 5.4% - **Education Management:** 4.9% - **Higher Education:** 4.9% - **Government Administration:** 3.9% - **Retail:** 3.6% - **Consulting:** 2.8% - **Other:** 40.2% #### Microsoft Power BI Embedded - **Information Technology and Services:** 17.1% - **Computer Software:** 6.7% - **Education Management:** 5.7% - **Hospital & Health Care:** 4.8% - **Banking:** 3.8% - **Marketing and Advertising:** 2.9% - **Insurance:** 2.9% - **Oil & Energy:** 2.9% - **Higher Education:** 2.9% - **Financial Services:** 2.9% - **Other:** 47.6% --- ## Alternatives ### Alternatives to IBM Cognos Analytics - [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3650 reviews) - [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews) - [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.2/5 stars (592 reviews) - [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews) - [Zoho Analytics](https://www.g2.com/products/zoho-analytics/reviews) — 4.2/5 stars (285 reviews) - [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1641 reviews) - [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1057 reviews) - [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews) - [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) — 4.2/5 stars (600 reviews) ### Alternatives to Microsoft Power BI Embedded - [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1641 reviews) - [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1057 reviews) - [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3650 reviews) - [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews) - [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (691 reviews) - [Logi Symphony](https://www.g2.com/products/logi-symphony/reviews) — 4.3/5 stars (421 reviews) - [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews) - [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.2/5 stars (592 reviews) - [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) — 4.2/5 stars (600 reviews) - [Yellowfin BI](https://www.g2.com/products/yellowfin-bi/reviews) — 4.4/5 stars (421 reviews) --- ## Top Discussions ### IBM Cognos Analytics - Title: [I heard Cognos Analytics 11.11 was out - where can I find more information?](https://www.g2.com/discussions/cognos-11-11) — 2 comments, 1 upvote *(includes official response)* > **Top comment:** "https://www.ibm.com/communities/analytics/cognos-analytics-blog/cognos-analytics-release-r11-11-0-11-is-here/" - Title: [Where can I find more answers on my questions?](https://www.g2.com/discussions/further-faqs) — 2 comments, 1 upvote *(includes official response)* > **Top comment:** "Check out this blog https://www.ibm.com/communities/analytics/cognos-analytics/blog/" - Title: [What is IBM Cognos Analytics with Watson used for?](https://www.g2.com/discussions/what-is-ibm-cognos-analytics-with-watson-used-for) — 1 comment > **Top comment:** "You can leverage IBM Cognos Analytics with Watson for many of the reasons: Business Intelligence & Reporting: It helps organizations turn raw data into..." - Title: [What are all the different types of prompt in Cognos?](https://www.g2.com/discussions/what-are-all-the-different-types-of-prompt-in-cognos) — 1 comment, 1 upvote > **Top comment:** "In IBM Cognos, prompts are user interface objects that allow users to enter parameter values that are used to filter and control the content of a report...." - Title: [Why only 10000 limit is kept in filters for dashboard](https://www.g2.com/discussions/why-only-10000-limit-is-kept-in-filters-for-dashboard) — 1 comment, 1 upvote > **Top comment:** "When you ran data big banks which has million of records, thats why filters capacity 10k is defined." ### Microsoft Power BI Embedded - Title: [What is the difference between Power BI and Power BI embedded?](https://www.g2.com/discussions/what-is-the-difference-between-power-bi-and-power-bi-embedded) — 1 comment > **Top comment:** "Power BI is for folks who want to create and analyze reports directly in the Power BI service. It's user-friendly and great for in-house data visualization...." --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/ibm-cognos-analytics-vs-microsoft-power-bi-embedded)