When researching if I should go into C/Z a few weeks ago, I did a lot of research compairing photographs on Contax, Canon's and Nikons websites as well as teh info pages here compairing Nikon, Contax and Leica.
Contax/Zeiss optics seemed to produce more sharp, perfectly contrasted and evenly distributed colors. I also looked carefully at the images for unsharp mask and histogramatic damage, contax/zeiss also showed the least amount of visible correction overall.
Nikon in my opinion was the worsed performer with the least reliable results, while Contax and Leica were about the same and of highest quality, differing only in qualities which could be argued as mere preferance (Contax/Zeiss a little more punchy but rich in detail, making it a better option for digital darkroom)
While nikon had some very good images, it seemed that it picked up on additive primaries (red/blue/green) at an unusual rate. This can be expected from all lenses, but especially so with Nikon.
Leica seemed to favor skin tones, and Zeiss seemed to favor Blues. Neither casted blue (Zeiss) or yellow/orange/brown (Leica) and both reproduced all colors well.
I think the difference in reproduction without the difference in quality drives some into contax/leica psychosis where they obsessivly try to decide which is better (is this a myth?).
Canon was suprisingly good, not as good as Leica or Contax, but the build quality on Cannon's are not very good. The contrast and saturation was medium, and the sharpness, though hard to tell on a computer monitor, seemed good.
Overall, of the professional cameras commonly used today, I would list them in the following order:
Contax/Leica tied
Canon
Nikon
With the reputation which Nikon has, I am a bit disapointed in the quality I found at nikon's website, supposidly the best of the best. Though, i have found better results that, to the casual eye, may even be able to compair to Contax.
Canon seemed to have such a different reproduction quality to Contax, made it hard to compair.
Please note tho, this comparison was on low resolution images and sharpness could not be easily determined. However, no contax image showed any sign of unsharpen mask, indicating it must have been a sharp image to start with. Needless to say, I had not seen any "in your face" artifacts on any images on the official websites.