Comment on "Dynamical Dark Energy at Late Time $\mathrm{\Lambda }$CDM"

In arXiv:2505.18900 it was claimed that an apparent evolution of the dark energy equation of state occurs within the standard $\mathrm{\Lambda }$CDM cosmological model. I point out that this erroneous conclusion is due to a mathematical error.