Domains

Engineering Software Engineering Real-repository, professional, and long-horizon software-engineering benchmarks. Product WebDev & Design Product implementation, UX reasoning, interaction design, layout, and full-stack web development. Interaction Emotional Reasoning (EQ) Emotional and social reasoning measured by dedicated and participant-grounded evaluations. Life Sciences Bio Benchmarks Biotechnology benchmarks, biosecurity, therapeutic-discovery, bioinformatics, and life-sciences AI model leaderboards. Security Cybersecurity Benchmarks AI security model leaderboards for vulnerability reproduction, exploitation, and end-to-end discover-and-patch workflows. Engineering Machine Learning Benchmarks Machine learning engineering benchmarks and AI model leaderboards for post-training, kernel optimization, software, and scientific work. Financial Services Finance AI Benchmarks Financial analysis, credit documents, Excel modeling, banking operations, mortgage-tax extraction, and tax reasoning. Creative Writing Benchmarks LLM-judged creative writing — short-form Elo and long-form novella scores. Professional Services Legal AI Benchmarks Legal reasoning, multi-source legal research, and long-horizon professional legal work. Professional Services Healthcare AI Benchmarks Patient safety, clinical reasoning, diagnosis, EHR workflow, medical documentation, and coding.