This paper will address the new challenges in capacity and throughput measurements. It will examine how one operator measures capacity now, versus how those measurements are made or will be made, in more dynamic spectral configurations. It will also explore the capacity measurement methods and requirements for Full Duplex (FDX) and Extended Spectrum DOCSIS (ESD) techniques.