# IBM Cognos Analytics vs Yellowfin BI Comparison
---
## AI Generated Summary
- **G2 reviewers report** that IBM Cognos Analytics excels in its **reporting capabilities** , with users highlighting its ability to handle complex datasets and deliver actionable insights. Many appreciate the platform's reliability and scalability, making it a strong choice for enterprise-level data analysis.
- **Users say** that Yellowfin BI stands out for its **user-friendly interface** , particularly the drag-and-drop feature for report and dashboard creation. This makes it accessible for users with limited technical knowledge, allowing them to easily design and troubleshoot reports.
- **According to verified reviews** , IBM Cognos Analytics has a higher overall satisfaction score, reflecting its robust features and strong performance in areas like **data visualization** and **interactive dashboards**. Reviewers often mention the platform's ability to provide deep insights into data.
- **Reviewers mention** that while Yellowfin BI is great for beginners, it may not offer the same depth of features as IBM Cognos Analytics for more advanced users. Some users feel that it lacks certain **advanced analytics capabilities** that are crucial for larger organizations.
- **G2 reviewers highlight** that IBM Cognos Analytics has a more extensive set of features for **data governance** and **data modeling** , which are essential for enterprises managing large volumes of data. This makes it a preferred choice for organizations with complex data needs.
- **Users appreciate** Yellowfin BI's adaptability, especially for small businesses, as it allows for easy embedding of reports into other applications. This flexibility is a significant advantage for teams looking to integrate analytics seamlessly into their workflows.




| | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **Star Rating** | 4.1 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 505 | 423 | 
| **Largest Market Segment** | Enterprise (57.6% of reviews) | Small-Business (46.7% of reviews) | 
| **Entry Level Price** | Starting at $44.90 1 User Per Month | Contact Us | 

---
## Top Pros & Cons

### IBM Cognos Analytics

Pros:
- Ease of Use (20 reviews)
- Analytics (15 reviews)

Cons:
- Learning Curve (9 reviews)
- Expensive (6 reviews)

### Yellowfin BI

Pros:
- Ease of Use (69 reviews)
- Data Visualization (34 reviews)

Cons:
- Learning Curve (33 reviews)
- Large Data Handling (26 reviews)

---
## Ratings Comparison
| Rating | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
  | **Meets Requirements** | 8.2 (342 reviews) | 8.5 (376 reviews) | 
  | **Ease of Use** | 7.6 (366 reviews) | 8.4 (387 reviews) | 
  | **Ease of Setup** | 7.3 (225 reviews) | 8.2 (354 reviews) | 
  | **Ease of Admin** | 7.0 (144 reviews) | 8.1 (262 reviews) | 
  | **Quality of Support** | 7.6 (306 reviews) | 8.5 (367 reviews) | 
  | **Has the product been a good partner in doing business?** | 7.8 (140 reviews) | 8.9 (256 reviews) | 
  | **Product Direction (% positive)** | 7.9 (324 reviews) | 8.8 (380 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

### Yellowfin BI

#### Entry-Level Pricing

Plan: Yellowfin Enterprise Analytics

Price: Contact Us

Description: Yellowfin’s pricing model is designed to make BI more accessible to a wide range of companies. Our flexible pricing makes large deployments and widespread user adoption a reality. 

Key Features:
- Named User: Price is based on how many named users have access and is suitable for small to medium sized deployments.
- Server: Price is based on required CPU cores and is suitable for larger deployments.
- User Tier: Price is based on the type of users required, writers or consumers, giving you flexibility based on your organization's unique data needs.

[Browse all 2 editions](https://www.g2.com/products/yellowfin-bi/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **IBM Cognos Analytics** | 8.6/10 | 291 |
| **Yellowfin BI** | 8.1/10 | 353 |

#### Reports

| Feature | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **Reports Interface** | 8.0 (225 reviews) ✓ Verified | 8.6 (313 reviews) ✓ Verified | 
| **Steps to Answer** | 7.6 (169 reviews) ✓ Verified | 8.0 (270 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.1 (201 reviews) ✓ Verified | 8.6 (288 reviews) ✓ Verified | 
| **Score Cards** | 7.7 (146 reviews) ✓ Verified | 8.1 (248 reviews) ✓ Verified | 
| **Dashboards** | 8.0 (198 reviews) ✓ Verified | 8.7 (297 reviews) ✓ Verified | 
| **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 

| Feature | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **Calculated Fields** | 8.1 (177 reviews) ✓ Verified | 8.2 (274 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.5 (195 reviews) ✓ Verified | 8.6 (274 reviews) ✓ Verified | 
| **Data Discovery** | 8.0 (182 reviews) ✓ Verified | 8.5 (276 reviews) ✓ Verified | 
| **Search** | 7.7 (165 reviews) ✓ Verified | 8.2 (268 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 7.6 (162 reviews) ✓ Verified | 8.3 (277 reviews) ✓ Verified | 
| **Automodeling** | 7.3 (128 reviews) ✓ Verified | 7.6 (240 reviews) ✓ Verified | 
| **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

| Feature | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **Predictive Analytics** | 7.8 (133 reviews) ✓ Verified | 7.6 (238 reviews) ✓ Verified | 
| **Data Visualization** | 8.0 (175 reviews) ✓ Verified | 8.6 (281 reviews) ✓ Verified | 
| **Big Data Services** | 8.1 (128 reviews) | 7.6 (251 reviews) ✓ 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

| Feature | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **Data Transformation** | 8.2 (123 reviews) ✓ Verified | 7.8 (200 reviews) ✓ Verified | 
| **Data Modeling** | 8.1 (125 reviews) ✓ Verified | 7.9 (202 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.0 (109 reviews) ✓ Verified | 8.3 (209 reviews) ✓ Verified | 
| **Integration APIs** | 7.6 (94 reviews) ✓ Verified | 7.7 (192 reviews) ✓ 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

| Feature | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **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

| Feature | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **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

| Product | Score | Reviews |
|---|---|---|
| **IBM Cognos Analytics** | 8.2/10 | 301 |
| **Yellowfin BI** | 7.9/10 | 361 |

#### Reports

| Feature | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **Reports Interface** | 8.0 (225 reviews) ✓ Verified | 8.6 (313 reviews) ✓ Verified | 
| **Steps to Answer** | 7.6 (169 reviews) ✓ Verified | 8.0 (270 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.1 (201 reviews) ✓ Verified | 8.6 (288 reviews) ✓ Verified | 
| **Score Cards** | 7.7 (146 reviews) ✓ Verified | 8.1 (248 reviews) ✓ Verified | 
| **Dashboards** | 8.0 (198 reviews) ✓ Verified | 8.7 (297 reviews) ✓ Verified | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Marketing Reports** | Not enough data | Not enough data | 
| **Sales Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Interactive Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Customizable Dashboard** | Not enough data | Not enough data | 

#### Data Preparation

| Feature | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **Connectors** | 8.4 (81 reviews) ✓ Verified | 8.0 (190 reviews) ✓ Verified | 
| **Data Governance** | 8.5 (80 reviews) ✓ Verified | 8.1 (182 reviews) ✓ Verified | 

#### Data Modeling and Blending

| Feature | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **Data Querying** | 8.3 (78 reviews) ✓ Verified | 8.4 (191 reviews) ✓ Verified | 
| **Data Filtering** | 8.5 (78 reviews) ✓ Verified | 8.8 (190 reviews) ✓ Verified | 
| **Data Blending** | 8.4 (84 reviews) ✓ Verified | 8.2 (187 reviews) ✓ Verified | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 

#### Generative AI

| Feature | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **AI Text Generation** | 7.3 (37 reviews) | 6.6 (106 reviews) | 
| **AI Text Summarization** | 7.5 (39 reviews) | 6.5 (106 reviews) | 
| **Generative AI** | Not enough data | Not enough data | 

#### Agentic AI - Analytics Platforms

| Feature | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **Autonomous Task Execution** | 7.7 (10 reviews) | 6.5 (38 reviews) | 
| **Multi-step Planning** | 8.0 (10 reviews) | 7.0 (37 reviews) | 
| **Cross-system Integration** | 8.1 (12 reviews) | 8.0 (38 reviews) | 
| **Adaptive Learning** | 8.0 (10 reviews) | 7.9 (36 reviews) | 
| **Natural Language Interaction** | 8.2 (11 reviews) | 7.5 (36 reviews) | 
| **Proactive Assistance** | 8.2 (11 reviews) | 7.4 (36 reviews) | 
| **Decision Making** | 7.9 (11 reviews) | 7.5 (35 reviews) | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Self Service 

| Feature | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **Calculated Fields** | 8.1 (177 reviews) ✓ Verified | 8.2 (274 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.5 (195 reviews) ✓ Verified | 8.6 (274 reviews) ✓ Verified | 
| **Data Discovery** | 8.0 (182 reviews) ✓ Verified | 8.5 (276 reviews) ✓ Verified | 
| **Search** | 7.7 (165 reviews) ✓ Verified | 8.2 (268 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 7.6 (162 reviews) ✓ Verified | 8.3 (277 reviews) ✓ Verified | 
| **Automodeling** | 7.3 (128 reviews) ✓ Verified | 7.6 (240 reviews) ✓ Verified | 
| **Natural Language Search** | Not enough data | Not enough data | 
| **Visual Discovery** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 

#### Deployment & Integration - Analytics Platforms

| Feature | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **No-code Dashboard Builder** | 8.3 (8 reviews) | 8.6 (55 reviews) | 
| **Report Scheduling and Automation** | 9.0 (15 reviews) | 8.5 (47 reviews) | 
| **Embedded Analytics and White-labeling** | 8.1 (8 reviews) | 8.7 (46 reviews) | 
| **Data Source Connectivity** | 8.9 (15 reviews) | 8.6 (47 reviews) | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Query Builder** | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **Predictive Analytics** | 7.8 (133 reviews) ✓ Verified | 7.6 (238 reviews) ✓ Verified | 
| **Data Visualization** | 8.0 (175 reviews) ✓ Verified | 8.6 (281 reviews) ✓ Verified | 
| **Big Data Services** | 8.1 (128 reviews) | 7.6 (251 reviews) ✓ 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

| Feature | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **Large data handling and Query Speed** | 7.6 (24 reviews) | 7.6 (59 reviews) | 
| **Concurrent User Support** | 8.8 (8 reviews) | 8.0 (41 reviews) | 
| **Database Support** | Not enough data | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **Data Modeling and Governance** | 9.3 (16 reviews) | 8.3 (40 reviews) | 
| **Notebook and Script Integration** | 8.8 (7 reviews) | 6.9 (35 reviews) | 
| **Built-in Predictive and Statistical Models** | 9.1 (9 reviews) | 7.6 (36 reviews) | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **Auto-generated Insights and Narratives** | 9.4 (11 reviews) | 7.7 (41 reviews) | 
| **Natural Language Queries** | 8.5 (9 reviews) | 7.8 (38 reviews) | 
| **Proactive KPI Monitoring and Alerts** | 8.1 (7 reviews) | 8.0 (40 reviews) | 
| **AI Agents for Analytical Follow-ups** | Feature Not Available | 6.8 (34 reviews) | 

#### Personalized Intelligence - Analytics Platforms

| Feature | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Feature Not Available | 7.3 (34 reviews) | 
| **Role-based Insight Personalization** | 7.9 (7 reviews) | 7.6 (37 reviews) | 
| **Conversational and Prompt-based Analytics** | 8.1 (7 reviews) | 7.7 (35 reviews) | 
| **Ad hoc Query** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Building Reports

| Feature | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **Data Transformation** | 8.2 (123 reviews) ✓ Verified | 7.8 (200 reviews) ✓ Verified | 
| **Data Modeling** | 8.1 (125 reviews) ✓ Verified | 7.9 (202 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.0 (109 reviews) ✓ Verified | 8.3 (209 reviews) ✓ Verified | 
| **Integration APIs** | 7.6 (94 reviews) ✓ Verified | 7.7 (192 reviews) ✓ 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

| Feature | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **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

| Product | Score | Reviews |
|---|---|---|
| **IBM Cognos Analytics** | 8.6/10 | 289 |
| **Yellowfin BI** | 8.2/10 | 351 |

#### Reports

| Feature | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **Reports Interface** | 8.0 (225 reviews) ✓ Verified | 8.6 (313 reviews) ✓ Verified | 
| **Steps to Answer** | 7.6 (169 reviews) ✓ Verified | 8.0 (270 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.1 (201 reviews) ✓ Verified | 8.6 (288 reviews) ✓ Verified | 
| **Score Cards** | 7.7 (146 reviews) ✓ Verified | 8.1 (248 reviews) ✓ Verified | 
| **Dashboards** | 8.0 (198 reviews) ✓ Verified | 8.7 (297 reviews) ✓ Verified | 
| **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 

| Feature | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **Calculated Fields** | 8.1 (177 reviews) ✓ Verified | 8.2 (274 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.5 (195 reviews) ✓ Verified | 8.6 (274 reviews) ✓ Verified | 
| **Data Discovery** | 8.0 (182 reviews) ✓ Verified | 8.5 (276 reviews) ✓ Verified | 
| **Search** | 7.7 (165 reviews) ✓ Verified | 8.2 (268 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 7.6 (162 reviews) ✓ Verified | 8.3 (277 reviews) ✓ Verified | 
| **Automodeling** | 7.3 (128 reviews) ✓ Verified | 7.6 (240 reviews) ✓ Verified | 
| **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

| Feature | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **Data Transformation** | 8.2 (123 reviews) ✓ Verified | 7.8 (200 reviews) ✓ Verified | 
| **Data Modeling** | 8.1 (125 reviews) ✓ Verified | 7.9 (202 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.0 (109 reviews) ✓ Verified | 8.3 (209 reviews) ✓ Verified | 
| **Integration APIs** | 7.6 (94 reviews) ✓ Verified | 7.7 (192 reviews) ✓ 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

| Feature | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **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 | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **IBM Cognos Analytics** | 8.5/10 | 38 |
| **Yellowfin BI** | N/A | N/A |

#### Statistical Tool

| Feature | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **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 | Yellowfin BI | 
|---|---|---|
| **Analysis** | 8.7 (34 reviews) | Not enough data | 
| **Data Interaction** | 8.8 (34 reviews) | Not enough data | 
| **Time Series Analysis** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 

#### Decision Making

| Feature | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **Modeling** | 8.7 (32 reviews) | Not enough data | 
| **Data Visualizations** | 8.6 (34 reviews) | Not enough data | 
| **Report Generation** | 8.5 (36 reviews) | Not enough data | 
| **Data Unification** | 8.4 (33 reviews) | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 

#### Generative AI

| Feature | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **AI Text Generation** | 7.9 (18 reviews) | Not enough data | 
| **AI Text Summarization** | 8.0 (18 reviews) | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **Demand Forecasting** | Not enough data | Not enough data | 
| **AI/Machine Learning** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **For Healthcare** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Decision Support** | Not enough data | Not enough data | 
| **Modeling & Simulation** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **For Retail** | Not enough data | Not enough data | 
| **For Education** | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | 
| **Graphical Workflow Editor** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Business Rules Management** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Data Transformation** | Not enough data | Not enough data | 
| **Data Clustering** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Classification** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Workflow Automation** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (2):** [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms)

**Unique to IBM Cognos Analytics (1):** [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics)



---
## Reviewer Demographics

### By Company Size

| Segment | IBM Cognos Analytics | Yellowfin BI | 
|---|---|---|
| **Small-Business** | 16.7% | 46.7% | 
| **Mid-Market** | 25.7% | 35.5% | 
| **Enterprise** | 57.6% | 17.8% | 

### By Industry

#### IBM Cognos Analytics

- **Information Technology and Services:** 11.8%
- **Financial Services:** 8.0%
- **Insurance:** 8.0%
- **Computer Software:** 7.7%
- **Banking:** 5.8%
- **Higher Education:** 5.1%
- **Education Management:** 4.6%
- **Government Administration:** 3.6%
- **Retail:** 3.4%
- **Consulting:** 2.7%
- **Other:** 39.4%

#### Yellowfin BI

- **Computer Software:** 26.0%
- **Information Technology and Services:** 18.2%
- **Hospital & Health Care:** 4.4%
- **Consulting:** 4.2%
- **Oil & Energy:** 2.9%
- **Financial Services:** 2.7%
- **Marketing and Advertising:** 2.0%
- **Education Management:** 2.0%
- **Human Resources:** 1.7%
- **Retail:** 1.7%
- **Other:** 34.2%

---
## Alternatives

### Alternatives to IBM Cognos Analytics

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3811 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1087 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (929 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.3/5 stars (618 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 (287 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1653 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1063 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (894 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 Yellowfin BI

- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1653 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1063 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3811 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1087 reviews)
- [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1657 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (929 reviews)
- [Amazon Quick](https://www.g2.com/products/amazon-quick/reviews) — 4.3/5 stars (696 reviews)
- [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews) — 4.4/5 stars (340 reviews)
- [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) — 4.2/5 stars (600 reviews)
- [Logi Symphony](https://www.g2.com/products/logi-symphony/reviews) — 4.3/5 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."

### Yellowfin BI

- Title: [Can Yellowfin be installed on Amazon Web Services or Microsoft Azure](https://www.g2.com/discussions/can-yellowfin-be-installed-on-amazon-web-services-or-microsoft-azure) — 2 comments, 1 upvote *(includes official response)*
  > **Top comment:** "Yes, we have many customers that have installed Yellowfin on AWS and Azure"
- Title: [Is Yellowfin cloud based or 'on-premise'?](https://www.g2.com/discussions/is-yellowfin-cloud-based-on-on-premise) — 2 comments, 1 upvote *(includes official response)*
  > **Top comment:** "You can deploy Yellowfin in the cloud, or on premise depending on what suits your requirements. "
- Title: [How is Yellowfin licensed?](https://www.g2.com/discussions/3707-what-applications-are-supported-out-of-the-box) — 2 comments, 1 upvote *(includes official response)*
  > **Top comment:** "Yellowfin is licensed on an annual subscription basis, paid in advance. Depending on the option you choose, licenses will be based on a named user, or server..."
- Title: [What is the best BI software?](https://www.g2.com/discussions/what-is-the-best-bi-software) — 1 comment
  > **Top comment:** "Microsoft Power BI"
- Title: [Can I try Yellowfin for free?](https://www.g2.com/discussions/what-is-the-licensing-model) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Yes you can! We have a 30-day trial license that you can host on your own hardware. We always want to make sure the fit is right for both of us so we always..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/ibm-cognos-analytics-vs-yellowfin-bi)