The most relevant answer is:
To increase the likelihood that it is accurate and reflects reality.
Having multiple pieces of evidence supporting a scientific theory helps to build a more robust and reliable understanding of the phenomena being studied. This consistency across different types of evidence increases confidence in the validity of the theory and its explanatory power.