# Human Defense Platform: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/human-defense-platform

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Bot management](https://www.gane.ai/index/it/network/bot-management/index.md) | 0% | 57 | 0% | 1 |

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Human Defense Platform, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- cequence.ai: 2
- guptadeepak.com: 2
- indusface.com: 2
- ioriver.io: 2
- peerspot.com: 2
- pickmysoft.com: 2
- worldmetrics.org: 2
- bestdevops.com: 1
- cotocus.com: 1
- devopsschool.com: 1

### Pages cited

- https://cequence.ai/learn/bot-management/best-bot-management-solutions-for-large-enterprises: 2
- https://guptadeepak.com/tools/top-5-bot-management-tools-2026: 2
- https://indusface.com/blog/top-bot-management-software: 2
- https://ioriver.io/blog/best-bot-management-tools: 2
- https://peerspot.com/categories/bot-management: 2
- https://pickmysoft.com/blog/best-bot-management-software: 2
- https://worldmetrics.org/service/bot-management: 2
- https://bestdevops.com/top-10-bot-management-tools-features-pros-cons-and-comparison: 1

## What it publishes

Every page humansecurity.com exposes, read 2026-09-29: 1534 addresses. By kind, pages and the last 90 days:

- conference or event: 19 pages, 0 in the last 90 days, latest 2025-11-01
- Recent: 2025-11-01 conference or event: 12 https://docs.humansecurity.com/applications/expo-sdk/changelog/2025/11/12

## 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.