Not really (except in certain kleptocracies). Take Australia for instance.
If the number of taxpayers is shrunken down to 100 this is what happens. Taken from https://www.ato.gov.au/About-ATO/Resear ... statistics
If we rank our 100 people by their taxable incomes:
people with the top 3 taxable incomes paid 29% of all net tax
the next 6 paid 19% of all net tax
the next 31 paid 40% of all net tax
the next 35 paid 12% of all net tax
the final 25 didn't pay any tax.
The bottom 60% of Australian socitety paid in 12 % of all tax and the bottom 25% of society didn't pay a zac.
I can tell you I am one of the people in the top 3 and I'm doing the heavy lifting.
People complain in Australia and in other western societies about the "rich" not paying their share - but it is generally not true (there will always be examples here and then that don't fit this narrative, but overall, the progressive nature of scaled tax in the western world tends towards these results).