NSAIDs, like naproxen (Aleve), ibuprofen (Motrin, Advil), and diclofenac (Voltaren), are some of the most effective medicines for arthritis. They work by blocking the enzymes that cause swelling and pain. Methotrexate is also regarded as one of the safest arthritis medications, despite potential downsides.