Is having a stiff bicycle chain bad ?

I recently changed my chainring from a 46t to a 48t. I have D.I.D pro racing track chain NJS stamped, and the chain got pretty stiff, but its bendable. I ride a track bike, with brakes. I was just wondering if it would snap on me ?
 
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