In February, the weather in Machu Picchu is typically warm. Average daily high temperature in February is about 16 degrees above zero. On average, Machu Picchu has 28 rainy and 1 cloudy day in February. The rains are usually heavy. February as well as January, March, April, and May is considered the most uncomfortable time to visit Machu Picchu.