Cape Canaveral is a year-round vacation destination, but if you want to skip the humidity, we suggest using your tax return to visit during the month of April. Temperatures are still warm enough to swim in the heated pool that Cape Canaveral Sands offers, without the mugginess this part of Florida is known for.