LLM Trustworthy - Privacy: leaderboard
The "Privacy" subtask of LLM Trustworthy. AI-Secure's LLM trustworthiness leaderboard (DecodingTrust) — safety and reliability measured across adversarial robustness, ethics, fairness, out-of-distribution robustness, privacy, stereotype and toxicity dimensions, each reported as...
Metric: Trust Score (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 26 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Llama 2 7B Chat | 97.39 | #1499 |
| 2 | GPT-4o (2024-05-13) | 97.04 | #325 |
| 3 | GPT-4o Mini (2024-07-18) | 89.38 | #558 |
| 4 | gemma-2B (IT) | 88.77 | #1559 |
| 5 | Claude 2 | 85.35 | #761 |
| 6 | zephyr-7B-beta | 84.18 | #1330 |
| 7 | gemma-7B (IT) | 83.69 | #1496 |
| 8 | Llama 3 8B Instruct | 81.59 | #1129 |
| 9 | Gemini 1.0 Pro | 81.59 | #933 |
| 10 | mpt-7B-chat | 78.93 | #1556 |
| 11 | tulu-2-13B | 78.9 | #1404 |
| 12 | Mistral-7B-OpenOrca | 77.36 | #1389 |
| 13 | RedPajama-INCITE-7B-Instruct | 76.64 | #1566 |
| 14 | tulu-2-7B | 75.82 | #1429 |
| 15 | vicuna-7B-v1.3 | 72.96 | #1507 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=llm-trustworthy-privacy · How It Works · Data refreshed daily, snapshot 2026-10-20.