The T-Test Calculator determines whether there is a statistically significant difference between the means of two samples. It calculates the t-value using the pooled variance and sample data, providing the degrees of freedom to compare against a critical value from the t-distribution. This test helps assess whether observed differences between two groups are likely due to random variation or represent a real effect in the population.