How do I normalize a hexbin plot?

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I have two distributions within a hexbin plot, like the one shown: enter image description here

One distributions has a max value of about 4000, while the other has a max value of about 2500. The plotting colours are therefore different.

I was thinking I could normalize it if I knew the max value of the hexbin plot. How do I know how many points are within the max hexbin other than looking at the colorbar? I am using matplotlib.pyplot.hexbin

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