# OWASP Security Shepherd: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/owasp-security-shepherd

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Secure code training](https://www.gane.ai/index/it/developer/secure-code-training/index.md) | 2% | 12 | 0% | 2 |

## What the models said for it

- "pick OWASP Security Shepherd if budget is the top priority" (GPT-5.4 mini, Secure code training)
- "Budget <$1k/year | Start with OWASP Security Shepherd + PortSwigger Academy" (Qwen 3.7 Flash, 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 | 1 | 0 | 0 | 0 | 1 |
| 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 | 1 | 0 | 0 | 1 |
| 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 OWASP Security Shepherd, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- owasp.org: 2 (its own site)
- secureflag.owasp.org: 2 (its own site)
- blog.secureflag.com: 1
- capterra.ca: 1
- gane.ai/index: 1
- github.com: 1
- nist.gov: 1
- owasp.github.io: 1
- safecode.org: 1
- securestack.online: 1

### Pages cited

- https://owasp.org/projects/security-shepherd: 2
- https://secureflag.owasp.org/pricing/small-business: 2
- https://blog.secureflag.com/2026/09/25/best-secure-coding-training-platforms: 1
- https://capterra.ca/software/210163/safestack-development-academy: 1
- https://www.gane.ai/index/it/developer/secure-code-training: 1
- https://github.com/OWASP/SecurityShepherd: 1
- https://github.com/OWASP/SecurityShepherd/blob/dev/README.md: 1
- https://github.com/ransomleak/training-application-security: 1

## What it publishes

Every page owasp.org exposes, read 2026-09-29: 893 addresses. By kind, pages and the last 90 days:

- blog: 86 pages, 0 in the last 90 days, latest 2025-08-05
- webinar or virtual event: 7 pages, 0 in the last 90 days, latest 2026-05-13
- conference or event: 35 pages, 0 in the last 90 days, latest 2025-11-14
- template or tool: 3 pages, 0 in the last 90 days, latest 2024-05-08
- glossary or explainer: 1 pages, 0 in the last 90 days, latest undated
- podcast or video: 4 pages, 0 in the last 90 days, latest undated
- news or press: 18 pages, 0 in the last 90 days, latest 2024-11-20
- Recent: 2026-05-13 webinar or virtual event: Gen ai project application security risk virtual summit https://genai.owasp.org/event/gen-ai-project-application-security-risk-virtual-summit
- Recent: 2025-11-14 conference or event: Genai security project agentic ai summit europe https://genai.owasp.org/event/genai-security-project-agentic-ai-summit-europe
- Recent: 2025-08-30 conference or event: Genai security project uae summit hackathon https://genai.owasp.org/event/genai-security-project-uae-summit-hackathon
- Recent: 2025-08-28 conference or event: Owasp 2025 global appsec usa washington dc https://genai.owasp.org/event/owasp-2025-global-appsec-usa-washington-dc
- Recent: 2025-08-27 webinar or virtual event: Gen ai application security risk virtual conference https://genai.owasp.org/event/gen-ai-application-security-risk-virtual-conference
- Recent: 2025-08-06 webinar or virtual event: Owasp genai agentic security top 10 global kick off livestream https://genai.owasp.org/event/owasp-genai-agentic-security-top-10-global-kick-off-livestream

## 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.