Plotting them indicates that there are quite some differences, especially close to the poles.
Comparison of Uniformity
In order to compare the uniformity of the different grids we first perform a density estimation.
We visually observe that there are quite some differences between the grids. We may also quantify the different to the uniform distribution by computing