Average Weather in November in West Pensacola Florida, United States. In West Pensacola, the month of November is characterized by falling daily high temperatures, with daily highs decreasing by 7°F, from 74°F to 67°F over the course of the month, and rarely exceeding 81°F or dropping below 57°F.