You may notice that comparing things across panels is more difficult than the effortless comparison of two categories within a single panel. It's easy to understand conceptually when you study this map that the insurance industry in the US is a lot more money than Kate Middleton's wedding dress. But you don't see visually and immediately how much more money, because they're not side-by-side in the same units.
On a log scale, plotting everyone's income puts Bezos and Gates side by side with very little visible difference, while the difference between someone who makes 20k a year and someone who makes 10k a year has a larger log difference. That emphasizes the ratio of difference, rather than the absolute difference. The log scale completely hides the fact that you could pay 75,000 people 20k a year with only the amount extra that Bezos has over Gates.
Your suggestion to use log scales hides that fact, and shows the ratio of $20k to $10k as visually larger than the ratio between $92.3B and $90.8B. That is why log scales are counter intuitive and not great for physical analogies. You asked, I answered.