Weather Directory. Baltimore's coldest month is January when the average temperature overnight is 23.5°F. In July, the warmest month, the average day time temperature rises to 87.2°F. The driest month in Baltimore is April with 3.00 inches of precipitation, and with 3.98 inches September is the wettest month.