# IBM Cognos Analytics: how AI models rank it, September 2026

Finance AI Recommendation Index, September 2026 Edition. Named in 8 judge labels across 2 categories by 7 of 12 models. Page: https://finance-ai-index.com/vendors/ibm-cognos-analytics/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Financial reporting and dashboards | 0% | 132 | 57% | 7 |
| FP&A platforms | 0% | 33 | 0% | 1 |

## What the models said for it

- "A long-standing titan in the market known for its powerful calculation engine (TM1)" (Qwen 3.7 Flash, FP&A platforms)

## And against it

- "Avoid adopting it fresh; if you already use it, evaluate a migration path to modern cloud-native BI tools." (Gemini 3.5 Flash, Financial reporting)
- "Avoid/Caution: Proprietary Ecosystem-Only Tools (e.g., older IBM Cognos or SAP BW instances)." (Qwen 3.7 Flash, Financial reporting)
- "Best avoided by: Organizations wanting modern, agile analytics" (Kimi K2, Financial reporting)
- "considered Gen 1 reporting tools, potentially less robust than newer options" (Llama 4 Maverick, Financial reporting)

## Record

- Method: https://finance-ai-index.com/methodology/
- Raw judge labels and full responses: https://finance-ai-index.com/data/
- License: CC BY 4.0. Cite as Finance AI Recommendation Index, September 2026 Edition, finance-ai-index.com.