In videos I've seen of tests of arrows against armour the shafts usually break, so that the weight of the shaft does not fully go into the penetration.

Stiffer shorter arrows have, therefore, a better chance. Thus the men fighting heavily armoured troops may choose crossbows, which with their long reloading time would literally trade number of shots for heavier shots.