[tstenner]

The normality assumption is a large stretch, especially since there an absolute lower limit near the observation and a somewhat discrete distribution, so a t-test isn't appropriate. But then again it looks significant, so there's no real need for a test

[jampekka]

Something like Mann-Whitney U would be safer. But it's indeed quite obvious from the samples that the difference is robust.