Hinged brace, compression knee brace, unloaded braces, and neoprene sleeve are the best knee braces for osteoarthritis. When selecting a knee brace, look for severity of pain, activity level, comfort, adjustability, material, and fit. It’s always a good idea to consult with a healthcare professional before making a purchase to ensure the best choice for your needs.