# Oso: 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/oso

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Internal developer portals](https://www.gane.ai/index/it/developer/internal-developer-portals/index.md) | 0% | 30 | 0% | 1 |

## What the models said for it

- "consider starting with simpler tools like Oso, Catalogue" (Qwen 3.7 Flash, Developer portals)

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

### Domains cited

- aikido.dev: 1
- checkmarx.com: 1
- codeant.ai: 1
- cycode.com: 1
- devopsconsulting.in: 1
- en.wikipedia.org: 1
- endorlabs.com: 1
- expertinsights.com: 1
- ox.security: 1
- pixee.ai: 1

### Pages cited

- http://sscsecurity.dev/book2/chapter-12/ch-12.6: 1
- https://aikido.dev/blog/top-enterprise-sca-tools: 1
- https://checkmarx.com/learn/sca/sca-tools-key-capabilities-11-tools-to-watch-in-2026: 1
- https://codeant.ai/blogs/best-software-composition-analysis-sca-tools: 1
- https://cycode.com/blog/sca-tools-guide: 1
- https://cycode.com/blog/top-enterprise-sca-tools: 1
- https://devopsconsulting.in/blog/top-10-software-composition-analysis-sca-tools-features-pros-cons-and-comparison: 1
- https://en.wikipedia.org/wiki/Software_composition_analysis: 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.