A significance level of 0.05 indicates a 5% risk of concluding that a difference exists when there is no actual difference.
Usually, a significance level (denoted as α or alpha) of 0.05 works well. The null hypothesis states that the population means are all equal. To determine whether any of the differences between the means are statistically significant, compare the p-value to your significance level to assess the null hypothesis.
