To make sure our answer is correct and accurate, we all need to solve multiple times. This process makes the accuracy of our answer more.
Scientists want a more accurate answer, so if they get the same result after multiple attempts, they have a very accurate answer. That makes it more believable.
That right there is the reason why they use multiple ways to test hypotheses.