Question: are two distributions the same?
Answer: In general, in more qualitative terms: If the Z-statistic is less than 2, the two samples are the same. If the Z-statistic is between 2.0 and 2.5, the two samples are marginally different. If the Z-statistic is between 2.5 and 3.0, the two samples are significantly different.