It's possible that he did have a horse that he favored, but it wasn't widely known or documented. If you have a specific source that claims he did, please provide it, and I can investigate further.
What was name of General Beauregards horse?
There is no historical record of General Pierre Gustave Toutant Beauregard having a named horse.