# Xygeni: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Container and Kubernetes security](https://www.gane.ai/index/it/cloud/container-and-kubernetes-security/index.md) | 0% | 101 | 100% | 1 |
| [Software composition analysis](https://www.gane.ai/index/it/developer/software-composition-analysis/index.md) | 0% | 40 | 0% | 1 |

## What the models said for it

- "Highlighted for complete software supply chain security, including exploitability scoring and malware detection." (Mistral Small, SCA)

## And against it

- "Users report difficult setup with certain edge cases requiring manual adjustments" (DeepSeek V4 Flash, Container security)

## 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 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| 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 Xygeni, from 6 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 4
- xygeni.io: 4 (its own site)
- chainguard.dev: 2
- checkmarx.com: 2
- mazehq.com: 2
- paloaltonetworks.com: 2
- rapid7.com: 2
- rapidfort.com: 2
- res.cloudinary.com: 2
- safeguard.sh: 2

### Pages cited

- https://xygeni.io/blog/top-10-software-composition-analysis-tools-sca-tools-for-devsecops-teams: 3
- https://g2.com/categories/container-security-tools: 2
- https://g2.com/categories/container-security-tools/enterprise: 2
- https://mazehq.com/learn/container-security-tools: 2
- https://paloaltonetworks.com/content/dam/pan/en_US/assets/pdf/ebooks/container-security-definitive-guide.pdf: 2
- https://rapid7.com/fundamentals/container-security: 2
- https://rapidfort.com/blog/common-container-security-issues-risks-and-best-practices: 2
- https://res.cloudinary.com/snyk/image/upload/v1731508416/website-pdfs/The-Forrester-Wave-Software-Composition-Analysis-Software-Q4-2024.pdf: 2

## In its own words

What Xygeni's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: All-In-One AppSec Platform (https://xygeni.io/)
- For: Developers, DevOps & DevSecOps, Security Leaders (CISO) (https://xygeni.io/)
- Price stated: Free plan available. (https://xygeni.io/)
- Starting price: 0 (https://xygeni.io/)
- Free plan or trial: Free plan available. (https://xygeni.io/)
- Customers named: Fintonic, Adaion

## What it publishes

Every page xygeni.io exposes, read 2026-09-29: 1114 addresses. By kind, pages and the last 90 days:

- blog: 574 pages, 27 in the last 90 days, latest 2026-09-25
- case study: 4 pages, 0 in the last 90 days, latest 2024-09-03
- webinar or virtual event: 11 pages, 0 in the last 90 days, latest undated
- conference or event: 4 pages, 1 in the last 90 days, latest 2026-08-12
- report or ebook: 12 pages, 0 in the last 90 days, latest 2026-02-12
- comparison: 20 pages, 2 in the last 90 days, latest 2026-09-08
- template or tool: 4 pages, 2 in the last 90 days, latest 2026-09-22
- glossary or explainer: 146 pages, 28 in the last 90 days, latest 2026-09-28
- podcast or video: 1 pages, 0 in the last 90 days, latest undated
- news or press: 3 pages, 0 in the last 90 days, latest 2023-11-30
- Recent: 2026-09-28 glossary or explainer: What is mlops https://xygeni.io/sscs-glossary/what-is-mlops/
- Recent: 2026-09-25 blog: Xygeni malicious code digest 89 https://xygeni.io/blog/xygeni-malicious-code-digest-89
- Recent: 2026-09-24 blog: Ai risk management https://xygeni.io/blog/ai-risk-management
- Recent: 2026-09-23 blog: Ai risk metrics agentic ai https://xygeni.io/blog/ai-risk-metrics-agentic-ai
- Recent: 2026-09-23 blog: Top 10 ai security threats https://xygeni.io/blog/top-10-ai-security-threats
- Recent: 2026-09-22 template or tool: Software development security requirements checklist https://xygeni.io/blog/software-development-security-requirements-checklist

## 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.