# Axio360: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 18 judge labels across 1 category by 8 of 14 models. Page: https://www.gane.ai/index/it/vendors/axio360

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Cyber risk quantification](https://www.gane.ai/index/it/security/cyber-risk-quantification/index.md) | 7% | 4 | 6% | 18 |

## What the models said for it

- "For most mid-market B2B companies, Axio360 represents the best balance of capability, executive communication value, and reasonable cost." (DeepSeek V4 Flash, Cyber risk quant)
- "Forrester's first CRQ Wave recently ranked RiskLens and Axio as leaders" (Kimi K2, Cyber risk quant)
- "Axio360 — *Best Overall for Pragmatic Setup & Board/CFO Reporting*" (Gemini 3.5 Flash, Cyber risk quant)
- "My default pick would be Axio360 for a mid-market B2B company" (GPT-6 Luna, Cyber risk quant)

## And against it

- "often start at thousands to tens of thousands per year (plus potential consulting), making them unsuitable for tight budgets" (Grok 4.20, 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 | 1 | 2 | 0 | 0 | 3 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 2 | 0 | 1 | 3 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 1 | 1 | 0 | 0 | 2 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 1 | 2 | 0 | 0 | 3 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 1 | 1 | 0 | 0 | 2 |
| Muse Glimmer 30B | 1 | 1 | 0 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Axio360, from 47 of the 48 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 27
- github.com: 24
- techtarget.com: 24
- cyberdb.co: 18
- corecyber.io: 17
- securityboulevard.com: 17
- kovrr.com: 15
- startupstash.com: 15
- cybersaint.io: 13
- gane.ai/index: 13

### Pages cited

- https://g2.com/categories/cyber-risk-quantification-crq-tools: 26
- https://techtarget.com/news/Cyber-risk-quantification-challenges-and-tools-that-can-help/836979: 24
- https://cyberdb.co/what-are-the-best-platforms-for-quantifying-cyber-risk: 18
- https://corecyber.io/: 17
- https://github.com/AwpDemon/cyber-risk-quant: 15
- https://github.com/Jagan96404/Cyber-Risk-Quantification: 15
- https://startupstash.com/best-cyber-risk-quantification-tools: 15
- https://valuealigners.com/best/cyber-risk-quantification-tools: 10

## 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.