# Varonis Data Security Platform: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 73 judge labels across 3 categories by 14 of 14 models. Page: https://www.gane.ai/index/it/vendors/varonis-data-security-platform

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data security posture management](https://www.gane.ai/index/it/security/data-security-posture-management/index.md) | 8% | 5 | 39% | 46 |
| [Insider risk management](https://www.gane.ai/index/it/security/insider-risk-management/index.md) | 2% | 10 | 25% | 24 |
| [Data loss prevention](https://www.gane.ai/index/it/security/data-loss-prevention/index.md) | 0% | 29 | 0% | 3 |

## What the models said for it

- "Varonis Data Security Platform – Best Overall ... If budget allows: Varonis – It goes beyond discovery to actually protect data" (Kimi K2, DSPM)
- "### 1. The Best All-Rounder: Varonis ... arguably the most popular choice for companies that prioritize Data Security" (Qwen 3.7 Flash, Insider risk)
- "Varonis Data Security Platform is the strongest overall recommendation" (Perplexity Sonar, DSPM)
- "### 1. Varonis Data Security Platform (Strong Overall Choice)" (MiniMax M2.5, DSPM)

## And against it

- "Avoid full suites like Varonis, Cyera, or Palo Alto Prisma unless you negotiate a minimal pilot—these often exceed SMB budgets." (Grok 4.20, DSPM)
- "What to Avoid on a Tight Budget ... (Varonis, Cyera, BigID, Wiz, Palo Alto Prisma Cloud) are premium enterprise tools" (Kimi K2, DSPM)
- "mentioned as a "criticized challenger" and is not recommended for mid-market B2B companies due to its complexity and cost" (Llama 4 Maverick, DSPM)
- "Platforms to Avoid on a Tight Budget ... Varonis: Often starts at $30k–$50k+" (Qwen 3.7 Flash, DSPM)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 3 | 0 | 3 |
| GPT-5.4 mini | 0 | 4 | 0 | 0 | 4 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 2 | 3 |
| Perplexity Sonar | 1 | 4 | 0 | 0 | 5 |
| Grok 4.20 | 0 | 2 | 2 | 7 | 11 |
| Mistral Small | 0 | 4 | 1 | 1 | 6 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 5 | 7 |
| Llama 4 Maverick | 0 | 1 | 1 | 1 | 3 |
| Qwen 3.7 Flash | 1 | 5 | 0 | 2 | 8 |
| Kimi K2 | 2 | 1 | 0 | 2 | 5 |
| GLM 4.7 FlashX | 0 | 4 | 0 | 2 | 6 |
| MiniMax M2.5 | 1 | 1 | 2 | 0 | 4 |
| GPT-6 Luna | 0 | 1 | 1 | 0 | 2 |
| Muse Glimmer 30B | 0 | 2 | 2 | 2 | 6 |

## Sources returned with these answers

The sites and pages cited by the answers that named Varonis Data Security Platform, from 224 of the 242 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 89
- forcepoint.com: 77
- csoonline.com: 74
- cybersecuritynews.com: 58
- peerspot.com: 54
- aimultiple.com: 51
- trustradius.com: 51
- microsoft.com: 48
- startupstash.com: 48
- insiderisk.io: 47

### Pages cited

- https://csoonline.com/article/2075321/top-12-data-security-posture-management-tools.html: 74
- https://startupstash.com/best-data-security-posture-management-tools: 48
- https://aimultiple.com/dspm-vendors: 44
- https://tmcnet.com/topics/articles/2026/10/28/464343-7-best-dspm-vendors-2027-ranked-ai-era.htm: 42
- https://forcepoint.com/blog/insights/best-dspm-tools: 39
- https://trustradius.com/categories/data-security-posture-management-dspm: 33
- https://c2datatechnology.com/blog/best-dspm-vendors-2026: 32
- https://cybersecuritynews.com/best-dspm-tools: 32

## In its own words

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

- Positioning: la protection des données à grande échelle dans Office 365 (https://info.varonis.com/fr/test-page-varonis-virtual-connect-2020-05-1)
- For: un admin O365 (https://info.varonis.com/fr/test-page-varonis-virtual-connect-2020-05-1)
- Free plan or trial: free ransomware risk assessment (https://info.varonis.com/en/thank-you/t3/try-varonis/defend-against-ransomware)
- Customers named: GDF SUEZ

## 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.