Presumably there's an up-front cost to hiring a permanent employee that they count on amortising over N years - leaving after a few months means they've (probably) wasted time, money, and effort.

(Although I would agree that the onus is on the company to set expectations at the start and play fair. I've left permanent positions twice after 3 months due to terrible working environments that they refused to sort out.)