Average Weather in February in Big Bear City California, United States. In Big Bear City, the month of February is characterized by gradually rising daily high temperatures, with daily highs increasing by 4°F, from 46°F to 50°F over the course of the month, and rarely exceeding 61°F or dropping below 37°F.