Yup, tire size & nose weight play into it, as does usage.
My Hemi RR w/manual steering & 265/50R15s on the front was a bit of work parallel parking, which I rarely did.
Going down the road it was fine, and I never wished for PS on it.
If you use your car like a normal car - parking, urban/suburban driving - you might want PS for one-handed operation.