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

Gane Index, November 2026 Edition. Named in 5 judge labels across 1 category by 4 of 14 models. Page: https://www.gane.ai/index/finance/vendors/sap-grc

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Internal controls and SOX](https://www.gane.ai/index/finance/tax/internal-controls-and-sox/index.md) | 0% | 93 | 40% | 5 |

## What the models said for it

- "Choose SAP GRC if you are an enterprise running heavily on SAP" (Gemini 3.5 Flash, Internal controls)

## And against it

- "avoiding the bloated, custom-heavy setup of enterprise software like RSA Archer or SAP GRC" (Qwen 3.7 Flash, Internal controls)
- "typically overkill and too expensive/complex for a 500-person organization" (Gemini 3.5 Flash, Internal controls)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 1 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named SAP GRC, from 14 of the 24 answers that named it (only the models that return a source list).

### Domains cited

- complyjet.com: 6
- erpresearch.com: 5
- gane.ai/index: 5
- optro.ai: 5
- sourceforge.net: 5
- cybersierra.co: 4
- gartner.com: 4
- internalauditguide.com: 4
- metricstream.com: 4
- v-comply.com: 4

### Pages cited

- https://complyjet.com/blog/best-sox-compliance-software: 6
- https://erpresearch.com/erp-add-ons/sox-controls: 4
- https://www.gane.ai/index/finance/tax/internal-controls-and-sox/enterprise: 4
- https://metricstream.com/learn/internal-control-software.html: 4
- https://v-comply.com/blog/the-best-5-internal-control-software: 4
- https://gamma.app/docs/Best-SOX-Compliance-Software-8-Tools-Compared-068yxrg8r7lduow: 3
- https://gartner.com/reviews/market/internal-controls-software: 3
- https://smartsuite.com/solutions/grc-and-resilience/sox-management: 3

## Record

- Method: https://www.gane.ai/index/finance/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/finance.