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Everything relates directly to the larger sensor area of FF - it's slightly more than twice the area of APS-C (crop factor squared) and collects twice as much light/photons. This brings some fundamental advantages, such as ISO performance is about one stop better (comparing similar generation sensors), there is greater dynamic range (roughly one stop more shadow detail), and the bit that so often gets overlooked - it allows lenses to perform better, with sharper results.
I keep reading this on forums but I've yet to hear or read a technical explanation of this which satisfies me from an engineering pov.
FF normally performs better than smaller systems with a few exceptions... but when you look at images taken with FF cameras in crop mode do they suddenly drop a stop of dynamic range and develop more noise? I doubt it.
If the technology (FF v APS-C/other) is equal the only differences we should see should be due to different levels of image magnification. Possibly the only way to guarantee that the tec is the same is to shoot with a FF camera in both FF and crop modes and view the results and if you don't do that you'll almost certainly be comparing cameras with more differences than just the size of the sensor, the pixel size, circuitry and algorithms used may be different and indeed the imaging chips might not even be designed or made by the same companies.
IMVHO FF chips are generally better because of two reasons. They're generally the state of the art for the company producing them because they're flagship products and the manufacturers will have different design briefs and aims for different formats.