My knowledge of South America is less extensive than yours, that's for sure, but I was also thinking about the stature of its present day inhabitants. On the other hand, if you think of the people of Northern Europe, the modern Vikings, imagine how tall the giants in Norse mythology must have been.
Undeniably, the ancient people of the South American continent must have been very sophisticated - I find their pyramids far more intriguing than the Egyptian ones.