The sun is still shining in Budapest and October has so far been a great month to visit Budapest.
A general advice is though to bring warm clothes as the wind can feel extremely cold, even when the sun is shining. And as the sun goes down it can get and feel really cold.
One of the coldest places on a windy day is the Gellert Hill and beneath this text you can see a picture from the liberty monument there.