caffe latte vs latte

caffe latte and latte both are nouns.

Word	Noun	Adjective	Verb	Adverb
caffe latte	Yes	No	No	No
latte	Yes	No	No	No

As nouns, caffe latte and latte are synonyms defined as:

caffe latte and latte: strong espresso coffee with a topping of frothed steamed milk

caffe latte (noun)	latte (noun)
strong espresso coffee with a topping of frothed steamed milk	strong espresso coffee with a topping of frothed steamed milk