Not using Windows for like a decade now, but I always go for a third-party launcher on Linux/macOS. They're fast(er) and more importantly extensible.
Instead of trying to index everything all the time, they function via triggers. If I start my query with "em", it searches emojis, if I start it with "=" it does calculations, if with "tr" it translates stuff for me, if with "fs" it does a file search. If there's no trigger at the start it searches apps on my system, and if no app is found it points me to my search engine (and respects my default browser choice).
Instead of using a default launcher that's trying to guess what I want and makes everything slow as hell, limiting the scope of my search like this just makes things much faster. There must be some launcher for Windows that's comparable to Alfred (macOS) or uLauncher (Linux) and once you try it, you'll never go back.