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We found one dictionary that defines the word winner-take-all:

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  1. winner-take-all: Wiktionary

Definitions from Wiktionary (winner-take-all)

adjective:  Of or pertaining to a contest, election, or other competition in which only the winner is rewarded and none of the losers receive anything.
adjective:  (economics) Of a market in which a product or service that is only slightly better than its competitors receives a disproportionately large share of revenue.
adjective:  (computing) Of a neural network model: organized so that neurons in a layer compete with each other for activation.

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