If we consider Agent Arena as the ultimate benchmark for usefulness in actual work situation, then Chinese models clearly have work to do skill. The top candidate to catch up to at least Opus 5 level

Agent Arena benchmark signals Chinese models lag; Kimi K3.1 and Hy4 preview cited as key catch-up catalysts.