Except that this isn't hypothesis testing. The graphs are not clearly labelled, but I'm interpreting the results as indicating that the entire population is shifted. This would be a significant advantage.
(If it was hypothesis testing, 1 sigma could be statistically significant depending on sample size. You might be confusing the population variance with the sample mean variance.)