Depends on whose doing the fighting...the Swiss were quite good at holding off infantry, whereas, say, some random French pike levy might have trouble with anything smaller than a horse.
Like swordsmen, it all comes down to experience, training, and tactics.

But I beleive that the gunners there were for dealing with infantry anyway.