# Clair: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 7 judge labels across 1 category by 6 of 14 models. Page: https://www.gane.ai/index/it/vendors/clair

## 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% | 87 | 29% | 7 |

## And against it

- "Why to avoid: It acts as a "raw data dump."" (Qwen 3.7 Flash, Container security)
- "lack enterprise features like automated remediation, centralized dashboards, or 24/7 support. Avoid relying on them alone for production" (Grok 4.20, 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 | 1 | 1 | 2 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 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 Clair, from 12 of the 13 answers that named it (only the models that return a source list).

### Domains cited

- chainguard.dev: 8
- softwareadvice.com: 8
- zenarmor.com: 7
- g2.com: 6
- capterra.com: 5
- checkmarx.com: 5
- ox.security: 4
- thectoclub.com: 4
- aikido.dev: 3
- legitsecurity.com: 3

### Pages cited

- https://chainguard.dev/supply-chain-security-101/container-security-tools-a-buyers-guide: 8
- https://zenarmor.com/docs/network-security-tutorials/top-container-security-tools: 7
- https://softwareadvice.com/container-security: 6
- https://capterra.com/container-security-software: 5
- https://g2.com/categories/container-security-tools/enterprise: 4
- https://thectoclub.com/tools/best-container-security-solutions: 4
- https://checkmarx.com/learn/container-security/10-container-security-tools-to-know-in-2026: 3
- https://g2.com/categories/container-security-tools/small-business: 3

## In its own words

What Clair's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Customer Support for Developers (https://clairvio.dev/)
- For: SaaS teams where developers help customers troubleshoot issues (https://clairvio.dev/)
- Price stated: Free plan · 25 diagnostic sessions a month · No credit card (https://clairvio.dev/)
- Starting price: 9 (https://clairvio.dev/)
- Free plan or trial: Free plan · 25 diagnostic sessions a month · No credit card (https://clairvio.dev/)

## What it publishes

Every page clairvio.dev exposes, read 2026-09-29: 32 addresses. By kind, pages and the last 90 days:

- blog: 12 pages, 4 in the last 90 days, latest 2026-09-10
- webinar or virtual event: 1 pages, 1 in the last 90 days, latest 2026-09-01
- comparison: 5 pages, 0 in the last 90 days, latest 2026-04-22
- glossary or explainer: 1 pages, 0 in the last 90 days, latest 2026-02-04
- Recent: 2026-09-10 blog: Build a help center https://clairvio.dev/blog/build-a-help-center
- Recent: 2026-09-01 webinar or virtual event: On demand vs always on session replay https://clairvio.dev/blog/on-demand-vs-always-on-session-replay
- Recent: 2026-08-26 blog: Debug production bugs session replay https://clairvio.dev/blog/debug-production-bugs-session-replay
- Recent: 2026-08-20 blog: Session replay for customer support https://clairvio.dev/blog/session-replay-for-customer-support
- Recent: 2026-08-11 blog: Self service support widget https://clairvio.dev/blog/self-service-support-widget
- Recent: 2026-05-15 blog: Session replay for product engineers https://clairvio.dev/blog/session-replay-for-product-engineers

## 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.