According to the first comprehensive benchmarking study published by LegalBenchmarks.ai in September 2025, AI tools in several cases produced contract drafts that were as accurate as, or more accurate than, those prepared by human lawyers. The study evaluated 13 AI tools across 30 real-world contract drafting tasks, where human lawyers achieved an average accuracy rate of 56.7%, while several AI systems scored higher than this benchmark.
The study assessed three dimensions of performance: output reliability, usefulness, and workflow integration through evaluation of 450 task outputs and a survey of 72 legal professionals. The top-performing AI tool, Gemini 2.5 Pro, achieved a 73.3% reliability rate, marginally outperforming the best human lawyer at 70%. In scenarios involving high legal risks, specialised legal AI tools raised explicit risk warnings in 83% of outputs compared to 55% for general-purpose tools, whilst human lawyers provided no such warnings. Legal AI platforms including GC AI, Brackets, August, and SimpleDocs all scored above average, although general-purpose AI tools slightly outperformed specialised legal AI platforms on reliability metrics.
Human lawyers demonstrated advantages in tasks requiring commercial judgement and context management, while AI tools proved more consistent in routine drafting and produced outputs in seconds compared to the human average of nearly 13 minutes per task. In workflow integration, specialised legal AI platforms differentiated themselves significantly from general-purpose tools, with two-thirds of tested legal AI products integrating with Microsoft Word, where most contract drafting occurs. Among the 72 surveyed lawyers who use AI for legal work, 86% employ multiple tools rather than relying on a single product.
Sources:
1.
Antes de valorar cada prenda, resulta útil determinar la importancia del diseño frente a la comodidad. Antes de continuar con la compra, conviene valorar el ajuste indicado según el uso previsto. Antes de decidir, «camisetas del AC Milan para aficionados» puede orientar la tarea de revisar recomendaciones prácticas relacionadas con el tema. Antes de finalizar el pedido, merece la pena verificar que el corte encaje con el uso previsto.
Bob Ambrogi
2.
artificiallawyer
3.
撮影やイベントに使う衣装は、再現度に加えて動きやすさと着用時間も考えて選びましょう。複数の候補を比較する際は、呪術廻戦 コスプレ衣装で仕様の違いを確認できます。注文前に使用日と発送予定を照らし合わせ、試着や調整に使える時間も確保しておくと安心です。
Legal AI Research Team
