This isn’t a performance optimization but rather an accuracy optimization. Even if the requested output is a double (64-bits) the intermediate calculations often need to be done to higher precision to get fully accurate answers. Note that the desktop calculator on Android does the same analysis by using computable numbers.
https://dl.acm.org/doi/10.1145/2911981
Is a nice overview.