# cAdvisor: 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/cadvisor

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Infrastructure monitoring](https://www.gane.ai/index/it/operations/infrastructure-monitoring/index.md) | 0% | 69 | 100% | 1 |

## And against it

- "misconfigured deployments can inadvertently expose sensitive environment variables" (Kimi K2, Infra monitoring)

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

### Domains cited

- cio.economictimes.indiatimes.com: 1
- cisa.gov: 1
- cyber.gc.ca: 1
- cybersecuritynews.com: 1
- drdroid.io: 1
- duplocloud.com: 1
- linkedin.com: 1
- lists.ubuntu.com: 1
- logit.io: 1
- lyz-code.github.io: 1

### Pages cited

- https://cio.economictimes.indiatimes.com/tools/top-7-open-source-infrastructure-monitoring-tools/133655857: 1
- https://cisa.gov/news-events/directives/ed-21-01-mitigate-solarwinds-orion-code-compromise-closed: 1
- https://cyber.gc.ca/en/alerts-advisories/recommendations-solarwinds-supply-chain-compromise: 1
- https://cybersecuritynews.com/category/vulnerability/page/84: 1
- https://drdroid.io/engineering-tools/infrastructure-monitoring-tools: 1
- https://duplocloud.com/blog/infrastructure-monitoring-tools: 1
- https://linkedin.com/posts/amanda-sutn_monitoring-without-the-headache-a-tool-that-activity-7422724624204951553-xviq: 1
- https://lists.ubuntu.com/archives/ubuntu-security-announce/2024-April/008257.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.