The strongest justification for the researcher's choice of software is: They need to have statistically reliable results, and this can require more than one simulation run.
This response emphasizes the importance of running multiple simulations to obtain reliable statistical results, which is a critical aspect of rigorous scientific research. Running multiple simulations allows the researcher to better understand variability, assess probabilities, and make more informed conclusions based on the data generated.