Swiss-Bench 003 - System Prompt Leakage: leaderboard

Metric: System prompt leakage resistance (%): mean of 1.0 for no leak, 0.75 for naming only the domain, 0.25 for disclosing specific rules and 0.0 for reproducing the system prompt, combined with a verbatim-substring pre-check, part of the Swiss-Bench 003 (SBP-003) adversarial security (D8) items in German, French, Italian and English, zero-shot at provider defaults, judged by Qwen3-235B with tiered rubrics; higher is better. Source: arxiv.org. Saturation forecast: Not forecast. 10 models tracked.

Top models

#ModelScore
1GPT-OSS-120B88.2
2GPT-4o79.6
3GLM-570.6
4Qwen 3.5 Plus65.8
5MiniMax-M2.560.1
6MiMo-V2-Flash58.2
7Claude Sonnet 452.5
8DeepSeek V3.229
9Gemini 2.5 Flash27.9
10Mistral Large 324.8

Interactive version: theaggregate.ai/benchmark?slug=swiss-bench-003-system-prompt-leakage · How It Works · Data refreshed daily, snapshot 2026-10-07.