# Cyberhaven: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 32 judge labels across 3 categories by 12 of 14 models. Page: https://www.gane.ai/index/it/vendors/cyberhaven

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data loss prevention](https://www.gane.ai/index/it/security/data-loss-prevention/index.md) | 2% | 7 | 0% | 16 |
| [Insider risk management](https://www.gane.ai/index/it/security/insider-risk-management/index.md) | 2% | 8 | 13% | 15 |
| [Data security posture management](https://www.gane.ai/index/it/security/data-security-posture-management/index.md) | 0% | 69 | 0% | 1 |

## What the models said for it

- "Look at modern vendors built for mid-market and cloud-first environments (e.g., *Cyberhaven, Nightfall AI, Next DLP, or Code42/Incydr*)." (Gemini 3.5 Flash, DLP)
- "Mid-market solutions (e.g., Microsoft Purview Insider Risk Management, Cyberhaven, or DTEX) that balance depth with manageability." (Kimi K2, Insider risk)
- "Cyberhaven for full‑lifecycle data lineage, or Nightfall AI for AI‑native detection with low false positives." (GLM 4.7 FlashX, Insider risk)
- "If you need more advanced features or have significant SaaS usage, Cyberhaven or Nightfall would be stronger choices." (MiniMax M2.5, DLP)

## And against it

- "currently lacks integration breadth and cross-domain behavioral coverage compared to leaders" (Mistral Small, Insider risk)

## 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 | 1 | 6 | 0 | 0 | 7 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 2 | 2 | 0 | 4 |
| Mistral Small | 0 | 3 | 0 | 1 | 4 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 2 | 0 | 3 |
| Kimi K2 | 1 | 1 | 0 | 0 | 2 |
| GLM 4.7 FlashX | 1 | 0 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 2 | 1 | 0 | 3 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 1 | 1 | 3 |

## Sources returned with these answers

The sites and pages cited by the answers that named Cyberhaven, from 82 of the 92 answers that named it (only the models that return a source list).

### Domains cited

- strac.io: 26
- docontrol.io: 20
- aimultiple.com: 19
- g2.com: 19
- insiderisk.io: 19
- jazz.security: 19
- cyberhaven.com: 18 (its own site)
- gartner.com: 18
- venn.com: 18
- static.fortra.com: 17

### Pages cited

- https://docontrol.io/blog/top-enterprise-dlp-vendors: 20
- https://aimultiple.com/dlp-software: 18
- https://venn.com/learn/insider-threats/insider-threat-software: 18
- https://static.fortra.com/corporate/pdfs/other/fta-corp-radicati-data-loss-prevention-market-quadrant-report-2024.pdf: 16
- https://checkpoint.com/cyber-hub/threat-prevention/what-is-data-loss-prevention/top-6-data-loss-prevention: 14
- https://insiderisk.io/research/best-insider-risk-management-tools-2026: 13
- https://qksgroup.com/sparkplus: 12
- https://underdefense.com/blog/dlp-solutions: 12

## In its own words

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

- Positioning: Data Security For The Agentic Enterprise (https://cyberhaven.com/)
- For: enterprise (https://cyberhaven.com/)
- Integrations claimed: 6 (https://cyberhaven.com/)
- Certifications: CCPA, GDPR, ISO 27001, ISO 27017, ISO 27701, ISO 42001, PCI DSS, SOC 2 Type II
- Hosting: US, Worldwide
- Customers named: Mission Australia, Cooley, Navan, Motorola, Axos Bank, BioIVT, Plaid

## What it publishes

Every page cyberhaven.com exposes, read 2026-09-29: 571 addresses. By kind, pages and the last 90 days:

- blog: 175 pages, 9 in the last 90 days, latest 2026-09-23
- case study: 10 pages, 0 in the last 90 days, latest 2024-03-01
- webinar or virtual event: 22 pages, 0 in the last 90 days, latest 2026-06-10
- conference or event: 7 pages, 2 in the last 90 days, latest 2026-10-06
- report or ebook: 60 pages, 1 in the last 90 days, latest 2026-09-21
- comparison: 32 pages, 9 in the last 90 days, latest 2026-09-25
- template or tool: 2 pages, 1 in the last 90 days, latest 2026-07-07
- glossary or explainer: 64 pages, 1 in the last 90 days, latest 2026-07-20
- news or press: 38 pages, 5 in the last 90 days, latest 2026-08-19
- Recent: 2026-10-06 conference or event: Sec tor https://www.cyberhaven.com/events/sec-tor
- Recent: 2026-09-25 comparison: Ai security vs legacy dlp https://www.cyberhaven.com/blog/ai-security-vs-legacy-dlp
- Recent: 2026-09-23 blog: Data lineage security https://www.cyberhaven.com/blog/data-lineage-security
- Recent: 2026-09-21 report or ebook: Ai agent data lineage https://www.cyberhaven.com/resources/datasheet/ai-agent-data-lineage
- Recent: 2026-09-18 blog: Departing employee exfiltration https://www.cyberhaven.com/blog/departing-employee-exfiltration
- Recent: 2026-09-17 blog: Fragment new attack surface https://www.cyberhaven.com/blog/fragment-new-attack-surface

## 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.