# Python: how AI models rank it, September 2026

Finance AI Recommendation Index, September 2026 Edition. Named in 2 judge labels across 1 categories by 2 of 12 models. Page: https://finance-ai-index.com/vendors/python/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Financial modeling and scenario planning | 0% | 32 | 0% | 2 |

## What the models said for it

- "Advanced, programmatic modeling | Large datasets, complex calculations, Monte Carlo, optimization" (GLM 4.7 FlashX, Financial modeling)
- "Need flexible ML or automation? Python" (GPT-5.4 mini, Financial modeling)

## 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.