Does 'do'-ing a small file has certain benefits?

Not that I can think of. And there's too much unknown to answer the question why, in your case, the big file is that slow.

My question is, why use "do"? It's kind of archaic. Why not use require (or use?). (Not that I expect using require to speed up the loading for the files).