In old versions high difficulty dictated how hard it was to throw out the CPU and how much of a lead they took. However, in later versions this seemed to be more of an overall aggressiveness setting - where the CPU would steal with slow runners if set to max. 

Not sure the best setting yet in 2019, so it's best to start on Normal and adjust if needed.