I love it too, in fact I have it framed, but that horse is way too fat for that time and that place. The Army was starving, after all.
But he's no hunter such as a Virginian would own. He looks like a warmblood.
There are so few historical painters who are really up on horses. Some Civil War artists can't even draw a horse correctly.