# Cyble Vision: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 35 judge labels across 3 categories by 12 of 14 models. Page: https://www.gane.ai/index/it/vendors/cyble-vision

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Digital risk protection](https://www.gane.ai/index/it/security/digital-risk-protection/index.md) | 5% | 5 | 0% | 15 |
| [Threat intelligence platforms](https://www.gane.ai/index/it/security/threat-intelligence-platforms/index.md) | 4% | 9 | 8% | 12 |
| [Attack surface management](https://www.gane.ai/index/it/security/attack-surface-management/index.md) | 2% | 12 | 12% | 8 |

## What the models said for it

- "Cyble Vision - combines external threat intelligence, dark web monitoring, attack surface management, and brand protection into a single AI-native platform." (Llama 4 Maverick, Threat intel)
- "SOCRadar or Cyble Vision represent the best balance of capability, actionable intelligence, and mid-market-appropriate pricing" (DeepSeek V4 Flash, Threat intel)
- "best for mid-market organizations that want broad DRP coverage with AI-assisted triage without an enterprise-tier price point" (Claude Haiku 4.5, DRP)
- "Cyble Vision offers breadth of coverage at a generally more accessible price point and appeals to mid-market buyers" (Claude Haiku 4.5, DRP)

## And against it

- "praise affordable alternatives like Rapid7 Threat Command or Cyble for mid-tier needs, but they may still exceed strict budgets" (Grok 4.20, Threat intel)
- "Reviewers for platforms like Cyble note UI complexity and issues such as alert dashboards not updating after remediation" (Muse Glimmer 30B, ASM)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Cyble Vision, from 91 of the 92 answers that named it (only the models that return a source list).

### Domains cited

- cyble.com: 63 (its own site)
- upguard.com: 30
- expertinsights.com: 22
- g2.com: 22
- cloudsek.com: 20
- comparitech.com: 18
- gane.ai/index: 17
- netcraft.com: 16
- peerspot.com: 14
- slashdot.org: 14

### Pages cited

- https://cyble.com/knowledge-hub/top-best-threat-intelligence-platforms: 27
- https://cyble.com/knowledge-hub/top-attack-surface-management-services: 16
- https://b2breviews.com/threat-intelligence-platforms: 12
- https://comparitech.com/net-admin/best-digital-risk-protection-platforms: 11
- https://consilien.com/news/best-threat-intelligence-platforms-2026: 10
- https://cyble.com/articles/brand-monitoring-services-buyers-guide: 10
- https://netcraft.com/blog/best-digital-risk-protection-providers: 10
- https://cyble.com/knowledge-hub/best-dark-web-monitoring-services: 9

## In its own words

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

- Positioning: Cyble Vision is an award-winning threat intelligence platform delivering real-time cyber threat detection and response for enterprises. (https://cyble.com/)
- For: enterprises (https://cyble.com/)
- Free plan or trial: 14 days, analyst-guided (https://cyble.com/platforms)
- Certifications: ISO 27001, SOC 2 Type II, GDPR

## What it publishes

Every page cyble.com exposes, read 2026-09-29: 2284 addresses. By kind, pages and the last 90 days:

- blog: 1438 pages, 0 in the last 90 days, latest undated
- case study: 31 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 19 pages, 0 in the last 90 days, latest undated
- conference or event: 37 pages, 0 in the last 90 days, latest undated
- report or ebook: 4 pages, 0 in the last 90 days, latest undated
- comparison: 18 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 78 pages, 0 in the last 90 days, latest undated
- podcast or video: 8 pages, 0 in the last 90 days, latest undated
- news or press: 106 pages, 0 in the last 90 days, latest undated

## 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.