Celsius is literally Kelvin + 273.15. They measure the same thing.
Fahrenheit is as Celsius is to rankine, which is also a measure of absolute temperature.
I’m not quite clear on where this is confusing you, Celsius is improper in many non relative equations yes but that’s due to the math not a fundamental difference in what is being measured.