I often try to immerse myself and self-insert, so female for me, I only ever play games with a male protagonist if the game itself looks absolutely amazing (whether through recommendation or things I've seen, e.g. Pragmata and The Last Sovereign (one SFW and one NSFW example) are too good to pass by)
But in general, I tend to only play games as a female protagonist if I can