As a sidenote: this holds true for other types of arbitrary-interview-riddles. There's only 3-5 "frameworks" you need to memorize/apply for consulting case interviews. Finance probability problems typically test one of ~a dozen prob/stat formulae + ability to multiply 3-digit numbers in your head.
After all, it has to be manageable for the interviewers to make sure all the questions are roughly equivalent in difficulty.
After all, it has to be manageable for the interviewers to make sure all the questions are roughly equivalent in difficulty.