# Balbix: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 18 judge labels across 2 categories by 9 of 14 models. Page: https://it-ai-index.com/vendors/balbix/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Cyber risk quantification | 0% | 22 | 24% | 17 |
| SaaS security posture management | 0% | 56 | 0% | 1 |

## What the models said for it

- "Balbix uses a Bayesian Network-based model... It is highly automated and focuses heavily on internal risk." (GLM 4.7 FlashX, Cyber risk quant)
- "If you have a massive, constantly changing IT estate and want automated, continuous risk scoring → Balbix" (DeepSeek V4 Flash, Cyber risk quant)
- "Balbix is the leading AI-powered platform for exposure management and cyber risk quantification (CRQ)." (Muse Glimmer 30B, Cyber risk quant)
- "Consider Balbix or Axio if you want modern CRQ with automation and business-friendly outputs." (Kimi K2, Cyber risk quant)

## And against it

- "some reviews note limited customization for advanced modeling, data alignment challenges in dynamic inventories" (Grok 4.20, Cyber risk quant)
- "Continuous asset-level risk assessment (better for larger orgs) | Enterprise" (DeepSeek V4 Flash, Cyber risk quant)
- "GRC-integrated or asset-focused, but more enterprise-oriented ($75K+)" (Grok 4.20, Cyber risk quant)
- "powerful but start at $10K+/year, so skip unless scaling up" (Grok 4.20, Cyber risk quant)

## What it publishes

Every page balbix.com exposes, read 2026-09-29: 858 addresses. By kind, pages and the last 90 days:

- blog: 505 pages, 4 in the last 90 days, latest 2026-09-10
- case study: 19 pages, 1 in the last 90 days, latest 2026-07-08
- webinar or virtual event: 27 pages, 0 in the last 90 days, latest 2026-05-20
- conference or event: 11 pages, 1 in the last 90 days, latest 2026-07-21
- report or ebook: 59 pages, 1 in the last 90 days, latest 2026-08-01
- comparison: 24 pages, 1 in the last 90 days, latest 2026-09-11
- template or tool: 13 pages, 9 in the last 90 days, latest 2026-09-25
- glossary or explainer: 49 pages, 0 in the last 90 days, latest 2026-02-23
- podcast or video: 33 pages, 0 in the last 90 days, latest 2026-03-11
- news or press: 55 pages, 0 in the last 90 days, latest 2024-05-28
- Recent: 2026-09-25 template or tool: Vendor onboarding security questionnaire https://safe.security/resources/templates/vendor-onboarding-security-questionnaire
- Recent: 2026-09-25 template or tool: Vendor due diligence assessment https://safe.security/resources/templates/vendor-due-diligence-assessment
- Recent: 2026-09-25 template or tool: Vendor risk assessment https://safe.security/resources/templates/vendor-risk-assessment
- Recent: 2026-09-22 template or tool: Vendor continuous monitoring https://safe.security/resources/templates/vendor-continuous-monitoring
- Recent: 2026-09-22 template or tool: Vendor offboarding and exit https://safe.security/resources/templates/vendor-offboarding-and-exit
- Recent: 2026-09-11 template or tool: Vendor risk assessment checklist https://safe.security/resources/templates/vendor-risk-assessment-checklist

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, October 2026 Edition, it-ai-index.com.