Deep cuts, wounds, and bullet holes are shown a lot.
The back of a mans head gets chopped off.
A man gets impaled through the chest with a sword, then blood is seen coming out of his mouth and on the sword.
A particular episode in season 10 is surprisingly violent.
Throughout the show there are plenty of violent scenes, and because of the length of the show, the severity of the violence varies. Mostly, the "killing scenes" deal with people getting shot, but without much blood. Although some episodes are more violent, and in those, there can be some blood. It is very different, depending on the episode.