# Sage Copilot: how AI models rank it, October 2026

Finance AI Recommendation Index, October 2026 Edition. Named in 4 judge labels across 1 categories by 4 of 14 models. Page: https://finance-ai-index.com/vendors/sage-copilot/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| AI accounting assistants | 0% | 82 | 75% | 4 |

## And against it

- "In 2025, Sage Copilot exposed confidential financial data across unrelated customer accounts.... Avoid tools that haven't proven robust data-isolation" (GLM 4.7 FlashX, AI accounting assistants)
- "Sage temporarily suspended its AI assistant after a data isolation failure allowed one customer to see another customer's confidential financial data" (MiniMax M2.5, AI accounting assistants)
- "Specific Tool to Approach with Caution: Sage Copilot" (Grok 4.1 Fast, AI accounting assistants)

## Movement since September 2026

Floor: 10 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- AI accounting assistants: 0% to 0%, ±0. Inside the floor by 10 points · rank 27 → 82 of 85.

## 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, October 2026 Edition, finance-ai-index.com.