The story
From earlier use by radio and television sports announcers, describing a play that results in a win, bringing the game to a conclusion.
Etymology from Wiktionary, CC BY-SA 4.0.
for the win
Today it means: Being the best; being great, awesome, amazing or spectacular; sure to succeed (used as a term of approval, similar to long live) Full definition →