Analog-Digital Conversion Clock Prescaling - ATmega328P
In case you are interested to operate the ADC at a high frequency there is an article that shows the bit depth tradeoff for overclocking the atmega adc and an analysis of the adc input stage.

The results of the test show that the effective resolution of the ADC vs clock frequency is like