# HackerOne: how AI models rank it, September 2026

IT AI Recommendation Index, September 2026 Edition. Named in 10 judge labels across 1 categories by 9 of 12 models. Page: https://it-ai-index.com/vendors/hackerone/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Penetration testing as a service | 0% | 26 | 30% | 10 |

## What the models said for it

- "If you want to minimize financial risk: Set up a private program on HackerOne." (Qwen 3.7 Flash, PTaaS)
- "Large-scale, ongoing coverage → bug bounty/crowdsourced (HackerOne, Bugcrowd)" (DeepSeek V4 Flash, PTaaS)
- "Best for continuous testing / bug bounty programs: HackerOne Platform" (GPT-5.4 mini, PTaaS)

## And against it

- "While good for finding unique bugs, tester continuity is lower because you never know which specific hacker will test your system next." (Qwen 3.7 Flash, PTaaS)
- "typically more expensive for enterprise‑scale needs; often better suited to large, complex programs" (GLM 4.7 FlashX, PTaaS)
- "HackerOne (usually better for larger orgs)" (Kimi K2, PTaaS)

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, September 2026 Edition, it-ai-index.com.