# MACH: how AI models rank it, September 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| ERP systems | 0% | 57 | 100% | 1 |

## And against it

- "MACH - as mentioned in a Reddit post, it is considered one of the worst ERP systems with terrible support." (Llama 4 Maverick, ERP systems)

## 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.