Not the case! As I said, I calibrate all my cameras and of course shoot RAW as otherwise the calibration would not make sense using Lightroom.
If you make a custom DCP profile for two different cameras under the same light condition they will indeed match very well, voidshatter is correct in that. That is if you shoot portraits in a studio with the same flashes you can make two different cameras virtually indistingiushable from eachother. There are slight differences in metamerism and color separation, but it's generally negligible, as long as a camera can separate colors a profile can correct the color into any look you want.
However, if you then take those same profiles and shoot a landscape scene with a different illuminant, that golden light in your posted image for example, and adjust white balance to taste the different cameras will modulate the color differently so they will then not match, so you are correct too.
That is to make two different cameras (different color filters on the sensor) match up you need to make a profile for each lighting condition, ie not practical in landscape, but is for studio work.