Alas, people will continue to argues that democracy is the best form of government despite its various flaws.
As Symmetry points out, it is from a speech (to the House of Commons) in 1947, after Churchill's first tenure as Prime Minister.
tl;dr: the quote itself isn't bad, it just has been coopted by those with a certain fanatic mindest.