# Axio: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 17 judge labels across 2 categories by 11 of 14 models. Page: https://www.gane.ai/index/it/vendors/axio

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Cyber risk quantification](https://www.gane.ai/index/it/security/cyber-risk-quantification/index.md) | 2% | 11 | 25% | 16 |
| [Attack surface management](https://www.gane.ai/index/it/security/attack-surface-management/index.md) | 0% | 69 | 0% | 1 |

## What the models said for it

- "SAFE and Axio frequently lead in recent Forrester evaluations" (Grok 4.20, Cyber risk quant)
- "I'd lean toward Kovrr or Axio" (Kimi K2, Cyber risk quant)
- "Scenario-based modeling with historical industry loss library, positioned around cyber insurance premium alignment." (Claude Haiku 4.5, Cyber risk quant)
- "Axio360 | Strong GRC integration; excellent board reporting; OT capabilities | Can be heavier implementation" (Kimi K2, Cyber risk quant)

## And against it

- "Avoid enterprise tools like SAFE Security, Axio, or Balbix if budget is tight" (DeepSeek V4 Flash, Cyber risk quant)
- "Traditional, enterprise-grade CRQ platforms (e.g., Safe Security (SAFE One), Kovrr, Axio) - generally not recommended for B2B SMBs." (Llama 4 Maverick, Cyber risk quant)
- "Platforms like Kovrr and Axio have faced criticism in niche reviews for being overly focused on insurance market dynamics" (Qwen 3.7 Flash, Cyber risk quant)
- "criticized for being out of reach for mid-market buyers" (DeepSeek V4 Flash, Cyber risk quant)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 1 | 0 | 1 | 0 | 2 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 2 | 3 |
| Llama 4 Maverick | 0 | 0 | 0 | 1 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 1 | 1 | 0 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 2 | 0 | 0 | 2 |
| MiniMax M2.5 | 0 | 1 | 0 | 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 Axio, from 60 of the 61 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 35
- gane.ai/index: 28
- securityboulevard.com: 27
- kovrr.com: 23
- github.com: 22
- safe.security: 22
- riskpublishing.com: 21
- cybersaint.io: 18
- cyberpress.org: 17
- metricstream.com: 17

### Pages cited

- https://g2.com/categories/cyber-risk-quantification-crq-tools: 33
- https://cyberpress.org/crq-tools-review: 17
- https://securityboulevard.com/2026/10/best-cyber-risk-quantification-tools-buyers-guide-kovrr-2: 16
- https://github.com/Jagan96404/Cyber-Risk-Quantification: 15
- https://riskpublishing.com/best-cyber-risk-quantification-platforms-compar: 14
- https://startupstash.com/best-cyber-risk-quantification-tools: 14
- https://www.gane.ai/index/it/security/cyber-risk-quantification/enterprise: 13
- https://www.gane.ai/index/it/security/cyber-risk-quantification/smb: 12

## In its own words

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

- Positioning: Cyber Risk Quantification (https://axio.com/)
- For: security and insurance leaders (https://axio.com/)
- Free plan or trial: Free Assessment (https://axio.com/case-studies)
- Customers named: MLS, Riverstone, CRI, Alpine Capital Bank

## What it publishes

Every page axio.com exposes, read 2026-10-05: 471 addresses. By kind, pages and the last 90 days:

- blog: 302 pages, 5 in the last 90 days, latest 2026-09-14
- case study: 7 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 28 pages, 0 in the last 90 days, latest 2026-06-12
- conference or event: 2 pages, 0 in the last 90 days, latest undated
- report or ebook: 9 pages, 0 in the last 90 days, latest undated
- comparison: 1 pages, 0 in the last 90 days, latest undated
- template or tool: 2 pages, 0 in the last 90 days, latest 2025-09-18
- glossary or explainer: 1 pages, 0 in the last 90 days, latest undated
- podcast or video: 3 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-14 blog: Axio welcomes new strategic advisors https://axio.com/insights/axio-welcomes-new-strategic-advisors
- Recent: 2026-08-12 blog: Air announcement https://axio.com/insights/air-announcement
- Recent: 2026-08-12 blog: Put a price tag on ai risk https://axio.com/insights/put-a-price-tag-on-ai-risk
- Recent: 2026-08-11 blog: Say yes to ai why we built axio air https://axio.com/insights/say-yes-to-ai-why-we-built-axio-air
- Recent: 2026-07-22 blog: Axio unison risk advisors partnership https://axio.com/insights/axio-unison-risk-advisors-partnership
- Recent: 2026-06-12 webinar or virtual event: Webinar recap ciso d and o https://axio.com/insights/webinar-recap-ciso-d-and-o

## 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.