ToolPrivacyBench - Synthetic-private - Severity-weighted Leakage: leaderboard
Metric: Severity-weighted Leakage Rate (%). Source: arxiv.org. 9 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.5 Flash | 18.5 |
| 2 | Claude Opus 4.7 | 18.55 |
| 3 | GPT-5.5 | 19.41 |
| 4 | MiniMax-M2.7 | 25.95 |
| 5 | DeepSeek V4 Flash | 28.78 |
| 6 | Qwen 3.6 Plus | 28.82 |
| 7 | Kimi K2.5 | 29.9 |
| 8 | GLM-5.1 | 30.48 |
Interactive version: theaggregate.ai/benchmark?slug=toolprivacybench-synthetic-private-severity-weighted-leakage · How It Works · Data refreshed daily, snapshot 2026-09-19.