# Varonis: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 8 judge labels across 3 categories by 7 of 14 models. Page: https://www.gane.ai/index/it/vendors/varonis

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [SaaS security posture management](https://www.gane.ai/index/it/security/saas-security-posture-management/index.md) | 0% | 89 | 50% | 4 |
| [AI security platforms](https://www.gane.ai/index/it/security/ai-security-platforms/index.md) | 0% | 173 | 33% | 3 |
| [Identity governance](https://www.gane.ai/index/it/identity/identity-governance/index.md) | 0% | 53 | 0% | 1 |

## What the models said for it

- "Leaders to consider first: Look at more positively regarded options like those from established players in the space (e.g., Varonis for data-focused SSPM" (Grok 4.20, SSPM)
- "Data access governance | Permissions analysis, behavior analytics" (Perplexity Sonar, AI security)
- "Varonis (Gaining traction)" (Qwen 3.7 Flash, IGA)

## And against it

- "Heavyweight enterprise solutions (such as AppOmni, Adaptive Shield/CrowdStrike Falcon Shield, or Varonis) often carry high annual contract minimums" (Gemini 3.5 Flash, SSPM)
- "These are also flagged as cons for other deep enterprise SSPMs like Varonis." (DeepSeek V4 Flash, SSPM)
- "expensive for smaller teams, especially Wiz, CrowdStrike, and Varonis" (GPT-5.4 mini, AI security)

## 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 | 1 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 1 | 0 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Varonis, from 19 of the 24 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 8
- checkpoint.com: 6
- securityboulevard.com: 6
- nudgesecurity.com: 5
- checkmarx.com: 4
- eon.io: 4
- startupstash.com: 4
- comparitech.com: 3
- forcepoint.com: 3
- fortinet.com: 3

### Pages cited

- https://checkpoint.com/cyber-hub/tools-vendors/best-ai-security-companies-in-2026: 6
- https://eon.io/blog/ai-data-security-platform: 4
- https://g2.com/categories/saas-security-posture-management-sspm-solutions: 4
- https://startupstash.com/best-sspm-platforms: 4
- https://checkmarx.com/learn/ai-security/best-ai-cybersecurity-solutions-top-9-options-in-2026: 3
- https://comparitech.com/net-admin/sspm-tools-and-guide: 3
- https://fortinet.com/resources/articles/leading-ai-security-companies: 3
- https://g2.com/categories/saas-security-posture-management-sspm-solutions/small-business: 3

## In its own words

What Varonis's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: The leading data and AI security platform that proactively reduces risk, enforces policies, and stops active threats with our AI-native automation. (https://varonis.com/)
- For: companies (https://varonis.com/)
- Free plan or trial: Free risk assessment (https://varonis.com/)
- Integrations claimed: 12 (https://www.varonis.com/platform-accessibility-statement)
- Certifications: FedRAMP, SOC 2 Type II, SOC 3, ISO 27001, ISO 27017, ISO 27018, ISO 27701, PCI DSS
- Customers named: Grand Canyon Education, AFL, Norfolk Southern, FFVA Mutual

## What it publishes

Every page varonis.com exposes, read 2026-09-29: 3656 addresses. By kind, pages and the last 90 days:

- blog: 871 pages, 26 in the last 90 days, latest 2026-09-25
- case study: 48 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 218 pages, 0 in the last 90 days, latest undated
- conference or event: 2 pages, 0 in the last 90 days, latest undated
- report or ebook: 6 pages, 0 in the last 90 days, latest undated
- comparison: 24 pages, 1 in the last 90 days, latest 2026-08-31
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 43 pages, 0 in the last 90 days, latest 2025-12-01
- podcast or video: 1 pages, 0 in the last 90 days, latest undated
- news or press: 1 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-25 blog: Ai security fundamentals https://www.varonis.com/blog/ai-security-fundamentals
- Recent: 2026-09-23 blog: Meet avisloader a windows loader built to outlast a takedown https://www.varonis.com/blog/meet-avisloader-a-windows-loader-built-to-outlast-a-takedown
- Recent: 2026-09-22 blog: Varonis triage agent for mddr https://www.varonis.com/blog/varonis-triage-agent-for-mddr
- Recent: 2026-09-21 blog: Gartner emq for ai application security https://www.varonis.com/blog/gartner-emq-for-ai-application-security
- Recent: 2026-09-18 blog: Using ai to investigate security alerts https://www.varonis.com/blog/using-ai-to-investigate-security-alerts
- Recent: 2026-09-16 blog: Trustsink https://www.varonis.com/blog/trustsink

## 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.