Novox (typically prescribed by a veterinarian to treat inflammation, arthritis-related pain, and post-operative pain), Tramadol, or Gabapentin (usually recommended by a veterinarian for older dogs that are dealing with neuropathic pain, chronic pain, or seizures) are three common medications used in pain management for dogs.