IBM Cognos Analytics vs. GoodData.AI
A side-by-side comparison based on G2 review data.
| Metric | IBM Cognos Analytics | GoodData.AI |
|---|---|---|
| Overall rating | 4.1 | 4.3 |
| Review count | 511 | 617 |
| Ease of use | 7.9 | 8.6 |
| Ease of setup | 7.7 | 8.3 |
| Quality of support | 7.9 | 8.9 |
| Meets requirements | 8.5 | 8.6 |
| NPS | 36.425339 | 49.238579 |
| Small Business | 16.8% | 39.9% |
| Mid-Market | 26.1% | 43.8% |
| Enterprise | 57.1% | 16.3% |
| Total page views | 1,685 | 1,238 |
| Total LLM citations | 6,704 | 2,586 |
IBM Cognos Analytics
IBM Cognos Analytics is a business intelligence and analytics solution that uses agentic AI to help teams transform trusted data into actionable insights, build governed analytical applications, and make better decisions. Teams can explore data, monitor KPIs, analyze performance, forecast trends, and share insights across the business. The solution is built for business leaders, analysts, report authors, IT teams, and data governance teams that need governed reporting, self-service analytics, data modeling, and flexible deployment options.
- Ease of Use
- Report Generation
- Analytics
- Data Visualization
- Dashboard Management
- Dashboard Customization
GoodData.AI
GoodData.AI is the full-stack, AI-native decision intelligence platform that helps businesses turn data into actionable, enterprise-grade insights. Designed for governed, scalable analytics, GoodData.AI enables organizations to build, operationalize, and embed decisions, workflows, and AI agents directly within products and business workflows. The platform combines Analytics as Code, a governed semantic and metrics layer, APIs, SDKs, and open AI interoperability to help teams create composable analytics and AI experiences across products, workflows, and customer environments.
- Ease of Use
- Data Visualization
- Integrations
- Intuitive
- Easy Integrations
- User Interface