Celebrex and Ultram April 15, 2007 By Arthritis Center Question Can Celebrex be taken with Ultram? Answer Yes. Celebrex is a Cox-2 specific NSAID and Ultram is a pain medication and can be thought of as a mild cousin of codeine.