I prefer
Sophia but I'm used to both spellings and I don't think one is more common than the other one, at least not where I'm from. Personally, I prefer
Sophia. I prefer the way it looks but it's also a more 'international' spelling and I tend to prefer those spellings (
Carl instead of
Karl,
Elisabeth instead of
Elisabet,
Philip instead of
Filip etc)