# SAP GRC: how AI models rank it, October 2026

Finance AI Recommendation Index, October 2026 Edition. Named in 4 judge labels across 1 categories by 3 of 14 models. Page: https://finance-ai-index.com/vendors/sap-grc/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Internal controls and SOX | 0% | 88 | 75% | 4 |

## What the models said for it

- "Best for: Organizations deeply embedded in the SAP ecosystem" (Kimi K2, Internal controls)

## And against it

- "Full enterprise GRC suites (like SAP GRC or ServiceNow GRC) are likely overkill and overpriced." (DeepSeek V4 Flash, Internal controls)
- "Older versions of SAP GRC (pre-2015)... (e.g., SAP GRC tightly coupled with SAP ERP)" (Mistral Small, Internal controls)
- "without the heavy implementation burden of enterprise tools like SAP GRC" (DeepSeek V4 Flash, Internal controls)

## Movement since September 2026

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

- Internal controls and SOX: 0% to 0%, ±0. Inside the floor by 10 points · rank 66 → 88 of 90.

## 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.