# SQLMap: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 2 categories by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/sqlmap

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Dynamic application security testing](https://www.gane.ai/index/it/developer/dynamic-application-security-testing/index.md) | 0% | 72 | 100% | 2 |
| [Vulnerability management platforms](https://www.gane.ai/index/it/security/vulnerability-management-platforms/index.md) | 0% | 91 | 100% | 1 |

## And against it

- "These are exploitation frameworks, not vulnerability *management* platforms." (Qwen 3.7 Flash, Vuln management)
- "Older versions of sqlmap or ffuf... Avoid blind use without deep expertise." (Grok 4.20, DAST)
- "Use Cautiously: SQLMap (risk of data destruction)." (Qwen 3.7 Flash, DAST)

## 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 | 1 | 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 | 2 | 2 |
| 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 SQLMap, from 2 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- github.com: 2
- safeguard.sh: 2
- aimultiple.com: 1
- brightsec.com: 1
- checkmarx.com: 1
- contrastsecurity.com: 1
- docs.aws.amazon.com: 1
- gane.ai/index: 1
- geekflare.com: 1
- indusface.com: 1

### Pages cited

- https://github.com/HoangNguyen0403/agent-skills-standard/blob/4bb499408a18f87f0efc5bf89325dec61432b54f/.github/skills/common/common-dast-tooling/SKILL.md: 2
- https://aimultiple.com/dast-tools: 1
- https://brightsec.com/blog/dast-lies-youve-been-told: 1
- https://checkmarx.com/learn/dast/why-todays-best-dast-tools-are-crucial-for-complete-application-security: 1
- https://contrastsecurity.com/whitepaper/a-major-roadblock-to-business-innovation: 1
- https://docs.aws.amazon.com/wellarchitected/latest/devops-guidance/qa.st.5-evaluate-runtime-security-with-dynamic-application-security-testing.html: 1
- https://docs.aws.amazon.com/zh_tw/wellarchitected/latest/devops-guidance/qa.st.5-evaluate-runtime-security-with-dynamic-application-security-testing.md: 1
- https://www.gane.ai/index/it/developer/dynamic-application-security-testing/owasp-zap-vs-burp-suite: 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.