I haven't been following Jeopardy lately, not since Alex Trebek died. But I suspect for some of the male fans, Bialik is not the easiest on the eyes. Not fair, I guess. But like you said, they want eye candy. Obviously that's not the case with a male host.
We all get older. I thought she was a real nerd-girl cutie a couple decades ago.