This is for health insurance, your taxes and also for your retirement pension. Being autonomo is a handicap, this is true, but you are your own boss, choose your working hours, clothes etc as you want, stop working "when you want" and are supposedly paid for extra hours, so not all is bad after all.
I am a Spanish "autonomo" living in Germany: healthcare is way more expensive here in Germany (and in many ways lower quality). I see Spanish freelancers complain a lot about how expensive healthcare is for them, but when you compare it with the rest of Europe/USA, it is quite cheap I'd say.
I pay 378 euros a month as an automono and I don't have paro.
4.5k a year for health insurance it better be a damn good one.