# Checkmarx CxSAST: 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/checkmarx-cxsast

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Static application security testing](https://www.gane.ai/index/it/developer/static-application-security-testing/index.md) | 0% | 54 | 100% | 1 |

## And against it

- "Legacy enterprise SAST tools (like Micro Focus Fortify or Checkmarx CxSAST) often fail in modern mid-market environments" (Gemini 3.5 Flash, SAST)

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

## Sources returned with these answers

The sites and pages cited by the answers that named Checkmarx CxSAST, from 1 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- aikido.dev: 1
- arxiv.org: 1
- contrastsecurity.com: 1
- corgea.com: 1
- cycode.com: 1
- deepsource.com: 1
- dev.to: 1
- dl.acm.org: 1
- fluidattacks.com: 1
- github.com: 1

### Pages cited

- https://aikido.dev/blog/top-enterprise-sast-tools: 1
- https://arxiv.org/pdf/2307.16325: 1
- https://contrastsecurity.com/infographics/appsec-noise-and-fatigue-by-the-numbers: 1
- https://corgea.com/blog/sonarqube-alternatives: 1
- https://cycode.com/blog/ai-sast-tools: 1
- https://deepsource.com/resources/static-analysis-tools: 1
- https://dev.to/flawpilot/how-to-choose-a-sast-tool-8-open-source-options-and-a-broader-security-platform-2og8: 1
- https://dl.acm.org/doi/10.1145/3691621.3694947: 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.