What platform? On XP, I leave a firefox session running for weeks and it only gets up towards 1 gigabyte (seems even less with some recent updates, but I don't keep a close eye on it).
I leave gmail and lots of other tabs open all the time.
(Mostly I suspect they are better able to find the leaks on Windows, no idea why that would be)