Up to now, sTD-DFT has indeed been mainly applied to main-group chemistry. In this work, we want to go further by evaluating its accuracy and showing its limits in computing the full photo-absorption spectra of noble metal nanoclusters. By coupling it with indexes characterizing plasmonic excitations, we will especially show that the careful choice of the density-functional approximation is of crucial importance to address the problem. More precisely, we will demonstrate that nonhybrid exchange-correlation approximations can lead to a wrong interpretation of the plasmon band, and that as stressed with the full TDDFT framework, hybrid and range-separated hybrid density functionals are strongly recommended for the modeling of the electronic excitations in extended noble metal nanoclusters.