Honeyval: leaderboard
Honeypots are decoy systems mimicking real system components designed to defend against cyber attacks. Recently, LLMs increasingly serve as simulation backbones for honeypots. They enable defenders to construct high-interaction honeypots with low system security risks. However, LLM-powered honeypot development lacks a unified evaluation framework. Most evaluations consist of measuring response sim
Metric: Interaction Length (self-reported). Source: benchmarklist.com. 6 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-5.4 Nano | 96.9 | #328 |
| 2 | Claude Haiku 4.5 | 91.6 | #280 |
| 3 | Gemini 2.5 Flash | 70.5 | #245 |
| 4 | Qwen 3.5 9B | 63.1 | #379 |
| 5 | Gemini 3 Flash | 61.2 | #99 |
Interactive version: theaggregate.ai/benchmark?slug=honeyval · How It Works · Data refreshed daily, snapshot 2026-10-20.