There are three reasons that our partner overcalls during an auction. One is for the lead, showing at least 2 of the top 3 honors, another is to obstruct the opponents bidding, thirdly to try and win the contract.
Remember that 3 NT contracts are a race between declarer and defense to establish a long suit. Generally it is best to lead Partner's suit, but which card shall we choose?