# SANS SEC522: 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/it/vendors/sans-sec522

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Secure code training](https://www.gane.ai/index/it/developer/secure-code-training/index.md) | 0% | 59 | 0% | 1 |

## What the models said for it

- "Best instructor-led option: SANS SEC522." (Muse Glimmer 30B, Secure code training)

## 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 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named SANS SEC522, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- blog.secureflag.com: 1
- comparitech.com: 1
- cybersectools.com: 1
- digital-skills-jobs.europa.eu: 1
- ebool.com: 1
- findalternatives.net: 1
- gartner.com: 1
- guideflow.com: 1
- securecodewarrior.com: 1
- securityjourney.com: 1

### Pages cited

- https://blog.secureflag.com/2026/09/25/best-secure-coding-training-platforms: 1
- https://comparitech.com/net-admin/best-secure-code-training-tools: 1
- https://cybersectools.com/categories/secure-code-training: 1
- https://digital-skills-jobs.europa.eu/en/learning-space/training-catalogue/secure-coding-software-engineers-secure-code-warrior: 1
- https://ebool.com/secure-code-training-platforms: 1
- https://findalternatives.net/categories/secure-code-training: 1
- https://gartner.com/peer-community/post/recommendations-secure-software-development-training-courses-worked-best-team: 1
- https://guideflow.com/blog/application-security-training: 1

## Record

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