# Fire: 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/fire

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Software composition analysis](https://www.gane.ai/index/it/developer/software-composition-analysis/index.md) | 0% | 55 | 100% | 1 |

## And against it

- "Fire: ~31% precision" (MiniMax M2.5, SCA)

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

### Domains cited

- arxiv.org: 1
- blog.gitguardian.com: 1
- community.owasp.org: 1
- cyberlab.usask.ca: 1
- devsecopsschool.com: 1
- dl.acm.org: 1
- ink.library.smu.edu.sg: 1
- isc24.cs.gmu.edu: 1
- labs.oracle.com: 1
- link.springer.com: 1

### Pages cited

- https://arxiv.org/html/2306.05534v2: 1
- https://arxiv.org/html/2604.21278v1: 1
- https://arxiv.org/list/cs/2023-06: 1
- https://arxiv.org/pdf/2108.12078v1: 1
- https://blog.gitguardian.com/9-things-to-consider-when-choosing-an-sca-tool: 1
- https://community.owasp.org/Source_Code_Analysis_Tools: 1
- https://cyberlab.usask.ca/papers/SCA_Tools_analysis__ISC24.pdf: 1
- https://cyberlab.usask.ca/publications.html: 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.