# Aleph: how AI models rank it, September 2026

Finance AI Recommendation Index, September 2026 Edition. Named in 31 judge labels across 4 categories by 10 of 12 models. Page: https://finance-ai-index.com/vendors/aleph/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Board and investor reporting | 2% | 9 | 0% | 9 |
| FP&A platforms | 2% | 9 | 0% | 18 |
| Financial reporting and dashboards | 2% | 15 | 0% | 2 |
| Financial modeling and scenario planning | 0% | 25 | 0% | 2 |

## What the models said for it

- "Aleph is often the top pick for teams that want to stay spreadsheet-friendly while gaining AI-driven insights" (GLM 4.7 FlashX, FP&A platforms)
- "fast implementation time (days to 1-2 weeks) and is suitable for teams that want to keep Excel models" (Llama 4 Maverick, FP&A platforms)
- "or Aleph if your priority is streamlining board reporting with automated narrative generation" (MiniMax M2.5, Board)
- "pick Aleph if you want a highly customizable reporting canvas" (Qwen 3.7 Flash, 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.