GMAT Sentence Correction (SC) | Re: It is prudent that marathoners not charge too fast in the first two

I had used the same logic to select D as an option that is to conserve and not to crash, not sure where did I go wrong. Also I believe both "In order to" and "so as to" can be used here , please let me know if understanding is correct