Interesting, I would've recommended Alfred over Spotlight specifically for that purpose, if you're searching by filename. I just tried a test and Spotlight was initially unresponsive and then temporarily beach-balled while searching, whereas Alfred was instantaneous. (This is on El Capitan.)