2006 – An estimated 2.4 million people took to the streets of Sao Paulo to celebrate the Brazilian city’s 10th annual Gay Pride parade. The record attendance, the largest in the world, was 1.8 million.
Source: https://ronnisanlo.com/today-in-lgbt-history-june-17-3/