That's exactly the point: you need a preamp circuit just to get a sound, and that preamp circuit will have components that amplify sound in ways that have an effect on the frequencies you hear. If you don't set the EQ, and you're just leaving the EQ potentiometer at the middle of its throw, then you're just leaving your sound up to the (pre-)amp manufacturer's potentiometer choice. Did they pick a 250k or 500k potentiometer for their EQ section? What is the tolerance on those potentiometers? What's the taper on them? Middle position doesn't mean what anyone thinks it means. More to the point:
if you are not setting your EQ, your amp manufacturer is setting it for you.
Hell, even the impedance relationship between your amp, your pickups, and the volume/tone pots inside your bass will change the resonant frequency of the system. (I switched my volume pots out 1M to get a more aggressive treble sound…once upon a time.) Your bass and amp selection is like an EQ setting.
So, when you say that you "don't need any EQ," that's a misnomer. Yes, you need EQ. You've just found a setting you like or you just don't care so much..