# PortSwigger's Web Security Academy: 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/portswigger-s-web-security-academy

## 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% | 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 | 1 | 0 | 1 |
| 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 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named PortSwigger's Web Security Academy, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- checkmarx.com: 1
- portswigger.net: 1
- pragmaticwebsecurity.com: 1
- reddit.com: 1
- sans.org: 1
- securecodewarrior.com: 1
- slashdot.org: 1
- top10.owasp.org: 1

### Pages cited

- https://checkmarx.com/product/codebashing-secure-code-training: 1
- https://portswigger.net/web-security: 1
- https://pragmaticwebsecurity.com/training: 1
- https://reddit.com/r/cybersecurity/comments/1ip5cke/what_platform_do_you_use_to_train_developers_on: 1
- https://sans.org/for-organizations/workforce/risk-management/developer: 1
- https://securecodewarrior.com/plans: 1
- https://slashdot.org/software/secure-code-training/f-mid-size-business: 1
- https://top10.owasp.org/2021/A00_2021_How_to_use_the_OWASP_Top_10_as_a_standard: 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.