I've done multiple txs in the last few weeks - all with "normal fees," 2 took 3 days to get a single confirmation. 1 took ~24 hours, although these were the outliers, several other txs happened in normal time frames.

It's possible the app I use is just bad at calculating fees, but I'm thinking yeah that guy got lucky.