Lake Isabella, CA - Weather forecast from Theweather.com. Weather conditions with updates on temperature, humidity, wind speed, snow, pressure, etc. for Lake Isabella, California Today: Sunny intervals, with a maximum temperature of 52° and a minimum temperature of 36°. Moderate west wind with maximum gusts of 30 mph.