# CISA Velocity: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/cisa-velocity

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Cyber risk quantification](https://www.gane.ai/index/it/security/cyber-risk-quantification/index.md) | 4% | 9 | 0% | 2 |

## What the models said for it

- "start with CISA Velocity or GitHub cyber-risk-quant as both are free and implement established methodologies" (MiniMax M2.5, Cyber risk quant)
- "or CISA Velocity free for a free maturity + financial impact view with no signup cost" (Muse Glimmer 30B, Cyber risk quant)

## 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 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 0 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named CISA Velocity, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- blowfishtechnology.com: 2
- cisa.gov: 2 (its own site)
- corecyber.io: 2
- github.com: 2
- bestdefense.io: 1
- cmitsolutions.com: 1
- cybercloak.tech: 1
- g2.com: 1
- itechguides.com: 1
- kapacyber.com: 1

### Pages cited

- https://blowfishtechnology.com/cyber-risk-calculator: 2
- https://cisa.gov/resources-tools/services/velocity: 2
- https://corecyber.io/: 2
- https://github.com/AwpDemon/cyber-risk-quant: 2
- https://bestdefense.io/blog/risk-assessment-tools-a-2026-practitioners-shortlist: 1
- https://cisa.gov/audiences/small-and-medium-businesses/secure-your-business/smb-resources: 1
- https://cmitsolutions.com/greenville-sc-1006/cmit-business-risk: 1
- https://cybercloak.tech/security-pulse: 1

## What it publishes

Every page cisa.gov exposes, read 2026-09-29: 24582 addresses. By kind, pages and the last 90 days:

- blog: 2053 pages, 55 in the last 90 days, latest 2026-09-24
- case study: 26 pages, 2 in the last 90 days, latest 2026-09-01
- webinar or virtual event: 68 pages, 12 in the last 90 days, latest 2026-10-08
- conference or event: 511 pages, 44 in the last 90 days, latest 2026-10-08
- report or ebook: 33 pages, 1 in the last 90 days, latest 2026-09-23
- comparison: 8 pages, 1 in the last 90 days, latest 2026-07-27
- template or tool: 2287 pages, 1 in the last 90 days, latest 2026-09-24
- glossary or explainer: 116 pages, 57 in the last 90 days, latest 2026-09-17
- podcast or video: 1 pages, 0 in the last 90 days, latest undated
- news or press: 11401 pages, 104 in the last 90 days, latest 2026-09-27
- Recent: 2026-10-08 webinar or virtual event: Active shooter preparedness webinar https://www.cisa.gov/resources-tools/training/active-shooter-preparedness-webinar
- Recent: 2026-10-08 conference or event: Personal security considerations workshop https://www.cisa.gov/resources-tools/training/personal-security-considerations-workshop
- Recent: 2026-10-08 webinar or virtual event: Active shooter preparedness webinar training 9 https://www.cisa.gov/resources-tools/training/active-shooter-preparedness-webinar-training-9
- Recent: 2026-09-27 news or press: Cybersecurity advisories https://www.cisa.gov/news-events/cybersecurity-advisories
- Recent: 2026-09-24 news or press: Icsa 26 209 02 https://www.cisa.gov/news-events/ics-advisories/icsa-26-209-02
- Recent: 2026-09-24 news or press: Icsa 26 267 01 https://www.cisa.gov/news-events/ics-advisories/icsa-26-267-01

## 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.