I have 2 servers running on my computer , one of which is pretty much empty.
If there are two or three players, their pings are pretty stable, however if player amount reaches even 6-7, their ping increase, especially if a single player has high ping it apparently makes others pings jump up every now and then. And generally the pings arent stable at all. Variation is about 30-40 ignoring the jumps.