Why is that? Wouldn't they have the existing source for the originally received page cached already? Is it based on Cache-Control headers?
This has been on my mind for a while (usually comes up when looking at what's behind slow web apps) and came up again with Piwik on the front page[1]. Their website was semi-down (HN hug of death) but eventually loaded. I wanted to see what their GA equivalent tracking code looks like but the page failed to load as rather than showing the cached copy, it tried to fetch a new one.
[1]: https://news.ycombinator.com/item?id=13210195