GoBench evaluates LLMs on 9x9 Go games against a ladder of KataGo opponents, from random to superhuman. It measures general reasoning ability, strongly correlates with ARC-AGI 2 (r=0.83 correlation), and remains highly unsaturated. GPT-6 Astra max achieves 2500 Elo, much lower than the best KataGo,
