# Google Threat Intelligence: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 17 judge labels across 2 categories by 8 of 14 models. Page: https://www.gane.ai/index/it/vendors/google-threat-intelligence

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Threat intelligence platforms](https://www.gane.ai/index/it/security/threat-intelligence-platforms/index.md) | 0% | 24 | 25% | 16 |
| [Attack surface management](https://www.gane.ai/index/it/security/attack-surface-management/index.md) | 0% | 78 | 0% | 1 |

## What the models said for it

- "You need deep adversary research: start with Google Threat Intelligence" (GPT-6 Luna, Threat intel)
- "Evaluate Google Threat Intelligence Standard for IOC enrichment and alert prioritization in that ecosystem." (GPT-6 Luna, Threat intel)
- "Need expert, human-validated analysis of specific adversaries? → Google/Mandiant or Intel 471" (DeepSeek V4 Flash, Threat intel)
- "Best for frontline adversary and malware intelligence: Google Threat Intelligence" (Perplexity Sonar, Threat intel)

## And against it

- "integration outside the Google stack can be limited or require significant additional configuration" (Qwen 3.7 Flash, Threat intel)
- "Google Threat Intelligence when your environment is not Google-centric. Validate integrations" (Perplexity Sonar, Threat intel)
- "these may be harder to justify for a smaller security team" (Perplexity Sonar, Threat intel)
- "Google Threat Intelligence costing $20,592 per year" (Llama 4 Maverick, Threat intel)

## 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 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 2 | 3 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 2 | 1 | 3 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 1 | 3 | 0 | 4 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-6 Luna | 1 | 1 | 0 | 0 | 2 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Google Threat Intelligence, from 52 of the 52 answers that named it (only the models that return a source list).

### Domains cited

- cyble.com: 21
- recordedfuture.com: 17
- ciopages.com: 15
- csoonline.com: 14
- flashpoint.io: 13
- gane.ai/index: 13
- cyware.com: 11
- startupstash.com: 11
- upguard.com: 10
- anomali.com: 9

### Pages cited

- https://cyble.com/knowledge-hub/top-best-threat-intelligence-platforms: 18
- https://ciopages.com/buyer-guides/threat-intelligence-platform: 15
- https://csoonline.com/article/3984720/threat-intelligence-platform-buyers-guide-how-to-pick-the-best-platform.html: 14
- https://startupstash.com/best-threat-intelligence-platforms: 11
- https://flashpoint.io/why-flashpoint/top-threat-intelligence-platforms: 10
- https://recordedfuture.com/pricing: 10
- https://upguard.com/blog/best-threat-intelligence-platforms-and-vendors: 10
- https://cipherssecurity.com/best-threat-intelligence-platforms-2026: 9

## What it publishes

Every page google.dev exposes, read 2026-09-29: 10 addresses. By kind, pages and the last 90 days:


## 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.