[The four temperature extremes are independent of each other, so you can make higher latitude temperatures vary drastically with the season, while equatorial temperatures are much more stable; or vice versa.
Average temperature usually varies more slowly over some kinds of terrain than others. For instance, oceanic circulation moderates temperature swings in terrain that is near open ocean.]