From June of 2006 to December of 2008, Grapes, MM5, WRF, T213, JMA and Germany predictions of the rainfall, surface wind velocity and surface atmospheric temperature within three days are verified in Anhui province. The results show: the TS of JMA is the highest under the condition of rain fall from 0 to 50 mm/d, those of MM5 and WRF are the highest under the condition of above 50mm/d. The TS of Grapes is the lowest. The others are secondary. The surface wind velocity forecasts of JMA and T213 within one day are better, and those of MM5 and WRF from 48 h to 72 h are better. The surface atmospheric temperature forecasts of MM5 and WRF within two days are better, and those of MM5 and T213 for 72 h are better. 〖JP2〗These conclusions remarkably help forecasters make good use of numerical weather forecast models in order to forecast weather accurately.