If you google matplotlib viridis there is a discussion of the issue. Using perceptually uniform colormaps(not to mention ones that translate to gray scale correctly) is normally the correct thing to do, but not always. Sometimes you want to highlight particular conditions. For instance, jet with radar data tends to nicely separate different atmospheric conditions if set up right. The same perceptual colormap version feels somehow lacking.