The last time is probably Photos for OS X (though of course that's not Win32). I doubt that a web app can manage the same number of photos as well.

I think the biggest change is that people have mostly stopped paying for desktop apps, outside of professional tools. I have yet to buy a program written in HTML and JavaScript, though I have paid for content and services provided through such apps.