What a naive position. People hate to pay taxes, the more they have to pay, the more they avoid it. Megacorps openly hiding money in fiscal paradises are the tip of the iceberg. Companies, and individuals, at every level, try to pay as little as possible, becoming as creative as the methods their wealth can unlock.
If billionaires (soon to be trillionaries) paid as much taxes as their wealth disparity compared to the middle class, a significant percent of the population would be exempt from taxes by the sheer insignificance of their contribution, and I don't mean only the poorest people.
Even with all that, top 1% of earners pay more than 40% of overall tax revenue in the US.