knowledge benchmark
PLawBench Leaderboard
PLawBench evaluates language models on professional legal knowledge and reasoning tasks.
Updated Sep 5, 2026
Models1
Model coverage1
MetricScore
EvidenceB
PLawBench Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelAC | Score73.20% | Percentile100.00% | Participants1 | EvidenceC | Evaluated |
PLawBench Highlights
The leading models and scores on this benchmark.
The Top AI Models for PLawBench
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis plawbench AI model leaderboard uses descending score in the benchmark original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01ACAlibaba Cloud / Qwen Team
- Score
- 73.20%
- Price
- $2.0 input / $6.0 output per 1M tokens
- Speed
- Up to 60.87 tok/s via DeepInfra
Strengths
- Ranks #1 of 1 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures PLawBench, not total model capability
Selection summary
Best AI Models for PLawBench
Qwen3.8 Max currently leads PLawBench with 73.20%. It is the top model on this specific benchmark, while the best LLM for the broader task should also be checked against other benchmarks, price, and runtime.
Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.
What is PLawBench?
What PLawBench measures and how its scores work.
PLawBench is a benchmark for evaluating language models on professional legal knowledge and reasoning tasks.
It measures performance on professional legal knowledge and reasoning tasks using the Score metric, reported as a ratio.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- PLawBench
- Modality
- text
- Primary category
- knowledge
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- overall
LLM Stats. Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about PLawBench.
Which model scores highest on PLawBench?
Qwen3.8 Max is currently ranked first with 73.20%.
What are the top three models on PLawBench?
The current leaders are Qwen3.8 Max (73.20%).
Which PLawBench model has the lowest official input price?
Qwen3.8 Max has the lowest matched official input price at $2.0 input / $6.0 output per 1M tokens.
Which models are fastest among PLawBench results?
The fastest matched records are Qwen3.8 Max (60.87 tok/s via DeepInfra).
Does the highest score result prove overall model quality?
No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.