Acetaminophen is an aspirin-free pain reliever. It helps reduce pain but has little effect on inflammation. Many healthcare providers consider aspirin-free pain relievers the preferred first choice in treating mild to moderate arthritis. Another type of oral medication is non-steroidal anti-inflammatory drugs (NSAIDS),.