Recommended item sets?

i was wondering if the recommended item sets are always the best option for each champ or is it better to just choose your own items based on how a teamfight unfolds or what kind of enemies you are playing against. i hear a lot of different discussions about this as of what is better; stick to the recommended items or buy your own. thoughts?
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