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Fight to the death/finish
Literal Meaning
Originally, this phrase meant a real physical battle where one could die, not just a tough struggle. 
Metaphoric Usage
The phrase can be metaphorical, meaning a fierce rivalry, not actual fighting. 
Not Always Serious
The phrase is often used in a non-serious manner to describe any competition, like sports. 