After doing many tests I got two values which are significantly different considering the standard deviation that I calculated before. I know that some statistical tests exist but I don’t know which one I should use. Any suggestions, please.
You should choose the test depending on the type of data you have. It depends on your data, is it scale or ordinal and the data is distributed normally or not.