# Pentana Audit: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/finance/vendors/pentana-audit

## 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% | 77 | 0% | 1 |

## 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 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| 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 Pentana Audit, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- comparitech.com: 1
- guideflow.com: 1
- infosectrain.com: 1
- internalauditguide.com: 1
- linkedin.com: 1
- metricstream.com: 1
- securityboulevard.com: 1
- sprinto.com: 1
- v-comply.com: 1
- vanta.com: 1

### Pages cited

- https://comparitech.com/data-privacy-management/best-grc-tools: 1
- https://guideflow.com/blog/grc-software: 1
- https://infosectrain.com/blog/top-grc-tools-for-your-organization: 1
- https://internalauditguide.com/2026/09/servicenow-irm-vs-logicgate: 1
- https://linkedin.com/posts/oswald-toku-a1536820a_cybersecurity-itaudit-grc-activity-7325215857637310468-NjY-: 1
- https://metricstream.com/blog/top-governance-risk-compliance-grc-tools.html: 1
- https://metricstream.com/learn/internal-control-software.html: 1
- https://securityboulevard.com/2024/10/the-complete-list-of-the-best-internal-audit-management-software: 1

## 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.