The most accurate choice regarding why Romans prayed to such a variety of gods is:
to avoid offending any gods who may exist.
Romans were polytheistic and believed in a multitude of gods and spirits, with the fear that neglecting any deity could lead to misfortune or angering that god. This belief led them to adopt a wide variety of deities from different cultures as well, to ensure that they were respectful and appeased all potential divine influences.