# Vicarius vRx: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 8 judge labels across 1 category by 6 of 14 models. Page: https://www.gane.ai/index/it/vendors/vicarius-vrx

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Vulnerability management platforms](https://www.gane.ai/index/it/security/vulnerability-management-platforms/index.md) | 0% | 17 | 0% | 8 |

## What the models said for it

- "or Vicarius vRx if reducing tool count and automating remediation are the top priorities" (Perplexity Sonar, Vuln management)
- "The "Action-First" Platform: Vicarius vRx" (Qwen 3.7 Flash, Vuln management)
- "Good for unified discovery + remediation" (GLM 4.7 FlashX, Vuln management)

## 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 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 2 | 0 | 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 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 2 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| 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 Vicarius vRx, from 12 of the 13 answers that named it (only the models that return a source list).

### Domains cited

- vicarius.io: 12 (its own site)
- techrepublic.com: 7
- axis-intelligence.com: 6
- motadata.com: 6
- securityboulevard.com: 6
- surecloud.com: 5
- ciopages.com: 4
- secpod.com: 4
- linfordco.com: 3
- reddit.com: 3

### Pages cited

- https://techrepublic.com/article/top-vulnerability-management-tools: 7
- https://vicarius.io/articles/top-5-solutions-for-vulnerability-management: 7
- https://axis-intelligence.com/best-vulnerability-management-tools-tested: 6
- https://motadata.com/blog/vulnerability-management-tools: 6
- https://securityboulevard.com/2024/06/top-15-vulnerability-management-tools-for-your-business: 6
- https://surecloud.com/blog-hub/vulnerability-management-software-compared: 5
- https://vicarius.io/articles/top-10-vulnerability-management-platforms-for-2026: 5
- https://ciopages.com/buyer-guides/vulnerability-management: 4

## In its own words

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

- Positioning: Remediation-first Exposure Assessment Platform with agentic AI that closes gaps automatically. (https://vicarius.io/)
- For: CISO & security leadership; SecOps & vulnerability analysts; GRC & compliance teams (https://vicarius.io/)
- Price stated: Pricing is tailored to your unique needs. Submit your request and our team will reach out as quickly as possible. (https://www.vicarius.io/pricing)
- Free plan or trial: Start your free demo! (https://vicarius.io/)
- Customers named: Jamaica Broilers Group, Charter School Associates, EL AL Airlines, Adama

## What it publishes

Every page vicarius.io exposes, read 2026-09-29: 913 addresses. By kind, pages and the last 90 days:

- blog: 390 pages, 0 in the last 90 days, latest 2023-07-19
- case study: 10 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 1 pages, 0 in the last 90 days, latest undated
- conference or event: 1 pages, 0 in the last 90 days, latest undated
- report or ebook: 1 pages, 0 in the last 90 days, latest undated
- comparison: 25 pages, 0 in the last 90 days, latest undated
- template or tool: 2 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 24 pages, 0 in the last 90 days, latest undated
- podcast or video: 25 pages, 0 in the last 90 days, latest undated
- Recent: 2023-07-19 blog: Whats in a name https://blog.vicarius.io/blog/whats-in-a-name
- Recent: 2022-06-21 blog: Our path to product led https://blog.vicarius.io/blog/our-path-to-product-led
- Recent: 2022-06-20 blog: Cisanalysis june 20 2022 https://blog.vicarius.io/blog/cisanalysis-june-20-2022
- Recent: 2022-06-20 blog: Vicarius and advent one partner to expand apac operations https://blog.vicarius.io/blog/vicarius-and-advent-one-partner-to-expand-apac-operations
- Recent: 2022-06-16 blog: Crowdsourcing utilizing humanitys greatest asset https://blog.vicarius.io/blog/crowdsourcing-utilizing-humanitys-greatest-asset
- Recent: 2022-06-14 blog: The good news and bad news about 0 day attacks https://blog.vicarius.io/blog/the-good-news-and-bad-news-about-0-day-attacks

## 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.