Why then SS amp always has a haze where as tube amps always has a transparent sound but we all know tube always have inferior frequency response vs. ss.
In short you can't measure it.
Oh we can and do. Measurements say that they don't have haze. And proper listening tests confirm the same. That you think otherwise means you are in dire need of performing a controlled test where you don't know which is which. Otherwise, your bias as stated above will always give you what you want to hear, pun intended.
In my testing of many tube amps, they either have low enough distortion to sound just like solid state devices. Or, they have sufficient distortion to sound muddy at lower volumes and then get quite distorted. No way are they transparent in any form or fashion. Now, if you are not good at hearing such non-linear impairments, then and you operate under the above bias, then your conclusion will be what you stated.
See, all explainable.