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Reproducibility of precipitation over East Asia by Atmosphere-Ocean General Circulation Models (AOGCM) participated in the 5th Coupled Model Intercomparison Project (CMIP5) was investigated and compered with that by CMIP3 models.Historical experiments for 1986-2005 (20 years) by 29 CMIP5 models and for 1991-2000 (10 years) by 15 CMIP3 models were used and verified with observed precipitation of the One-Degree Daily data (1ddv1.1) of Global Precipitation Climatology Project (GPCP) for 1997-2008 (12 years).