I watched some docu about some climbers taking on K2 and if I remember there is a 25% chance you will DIE.
According to the wiki article on K2 that is about right but Annapurna has the highest rate of death. It does mention that K2 has never been climbed in winter unlike other 8000 meter plus mountains.