On the basis of first-principles density functional theory calculations, it is shown that, in contrast with a recent suggestion, K0.25WO3 does not exhibit hidden one-dimensional Fermi surfaces. A charge-density-wave instability should not be at the origin of the resistivity anomaly of this bronze, which most likely results from potassium vacancy ordering.