# HackerOne: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/hackerone

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Attack surface management](https://www.gane.ai/index/it/security/attack-surface-management/index.md) | 0% | 54 | 0% | 2 |

## 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 | 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 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named HackerOne, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- cyble.com: 3
- checkpoint.com: 2
- upguard.com: 2
- aws.amazon.com: 1
- bestdevops.com: 1
- blog.ostorlab.co: 1
- cbinsights.com: 1
- codeant.ai: 1
- copla.com: 1
- csoonline.com: 1

### Pages cited

- https://cyble.com/knowledge-hub/top-attack-surface-management-services: 3
- https://checkpoint.com/cyber-hub/tools-vendors/best-attack-surface-management-platforms-2026: 2
- https://upguard.com/blog/attack-surface-management-vendors-compared: 2
- https://aws.amazon.com/marketplace/reviews/reviews-list/prodview-zekqnu4xk7ae2: 1
- https://bestdevops.com/top-10-attack-surface-management-asm-tools-features-pros-cons-and-comparison: 1
- https://blog.ostorlab.co/best-external-attack-surface-management-platforms-2026.html: 1
- https://cbinsights.com/esp/enterprise-tech/cybersecurity/attack-surface-management-(asm)-platforms: 1
- https://codeant.ai/blogs/attack-surface-management-software: 1

## In its own words

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

- Positioning: Leader in Continuous Threat Exposure Management | Security for AI (https://hackerone.com/)
- For: CISOs (https://hackerone.com/)
- Customers named: Snap, Shopify, Anthropic, Lightspark, Wells Fargo, Deribit, REI, Capital One

## What it publishes

Every page hackerone.com exposes, read 2026-09-29: 27264 addresses. By kind, pages and the last 90 days:

- blog: 1269 pages, 16 in the last 90 days, latest 2026-09-29
- case study: 27 pages, 0 in the last 90 days, latest 2026-04-14
- webinar or virtual event: 36 pages, 0 in the last 90 days, latest 2026-04-22
- conference or event: 103 pages, 0 in the last 90 days, latest undated
- report or ebook: 34 pages, 0 in the last 90 days, latest undated
- comparison: 22 pages, 0 in the last 90 days, latest 2026-05-06
- template or tool: 8 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 10 pages, 0 in the last 90 days, latest 2025-09-17
- news or press: 155 pages, 6 in the last 90 days, latest 2026-09-21
- Recent: 2026-09-29 blog: Thank you for meeting with us https://www.hackerone.com/thank-you-for-meeting-with-us
- Recent: 2026-09-21 news or press: Newsroom https://www.hackerone.com/company/newsroom
- Recent: 2026-09-21 news or press: Hackerone bring anthropics mythos exposure management lifecycle discovery verified https://www.hackerone.com/press-release/hackerone-bring-anthropics-mythos-exposure-management-lifecycle-discovery-verified
- Recent: 2026-09-08 blog: Eu cra reporting requirements https://www.hackerone.com/blog/eu-cra-reporting-requirements
- Recent: 2026-09-03 news or press: Hackerone makes openai gpt cyber models available h1 platform turn security findings https://www.hackerone.com/press-release/hackerone-makes-openai-gpt-cyber-models-available-h1-platform-turn-security-findings
- Recent: 2026-09-01 blog: Project glasswing frontier model h1 https://www.hackerone.com/blog/project-glasswing-frontier-model-h1

## 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.