It's not that simple. In addition to that effect, you also have the dynamic that people can undertip [1] some amount without consequence. Meaning that price + customary tip will actually have to be higher than the average untipped price, since it doesn't have to make up for the defectors.

[1] specifically, that means tipping under the average and/or in accordance with a lower scale or tougher standards than is generally expected.