Legal Benchmarks - Contract Workflows - Criteria Pass Rate: leaderboard

Legal Benchmarks Contract Workflows: share of applicable lawyer-authored pass/fail criteria satisfied in both of a model's two attempts, graded one criterion at a time by a calibrated GLM 5.3 Flash judge. Shows coverage of the legal requirements even when a whole task fails; %, higher is better. Tables are replaced each monthly cycle.

Metric: Criteria pass rate (%, criteria met in both attempts). Source: www.legalbenchmarks.ai. Saturation forecast: Around February 2027. 26 models tracked.

Top models

#ModelScoreOverall rank
1Claude Opus 5.591.7#3
2Claude Fable 5.190.7#10
3Claude Opus 590.1#16
4Muse Spark 1.387.4#31
5GPT-6 Astra87.1#6
6GPT-6.1 Sol86.3#7
7Claude Sonnet 5.585.3#14
8GPT-5.6 Sol84.8#22
9GPT-6.1 Terra82.9#15
10GPT-5.6 Terra81.2#40
11GPT-5.6 Luna80.9#79
12MiniMax-M380.1#151
13Claude Sonnet 580.1#65
14Kimi K378.8#35
15DeepSeek V4 Pro78.6#112

Interactive version: theaggregate.ai/benchmark?slug=legal-benchmarks-contract-workflows-criteria-pass-rate · How It Works · Data refreshed daily, snapshot 2026-11-05.