While pistachios have certain health benefits and are ultimately not toxic to dogs, their high fat content could make them pretty sick if they have them in large amounts. According to the ASPCA, the high fat content in nuts like pistachios, pecans, and macadamia nuts can cause vomiting and diarrhea in dogs.