PDP-Bench: leaderboard
Legal Judgment Prediction (LJP) has become a core benchmark for evaluating AI in the criminal legal domain, but it only sees criminal cases that have already passed prosecutorial review and been formally indicted. As a result, LJP leaves a substantial blind spot in assessing criminal liability, overlooking cases involving insufficient evidence, no criminal liability, or guilt exempted from punishm
Metric: Macro-F1 (self-reported). Source: benchmarklist.com. Saturation forecast: Around June 2027. 7 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 78.53 | #58 |
| 2 | Claude Opus 4.6 | 73.38 | #63 |
| 3 | Qwen 3.6 Max | 71.31 | #96 |
| 4 | DeepSeek V4 Pro | 69.22 | #102 |
| 5 | GPT-5.4 | 68.99 | #79 |
| 6 | Qwen 3.5 35B A3B | 65.64 | #256 |
| 7 | GPT-OSS-20B | 57.23 | #518 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=pdp-bench · How It Works · Data refreshed daily, snapshot 2026-10-20.