According to the GraphCast paper, the machine-learning model “significantly outperforms the most accurate operational deterministic systems on 90% of 1380 verification targets.” The benchmark it beat was HRES, the High Resolution Forecast from the European Centre for Medium-Range Weather Forecasts, and GraphCast produced its 10-day forecasts in under a minute.