I have tested this empirically, with data. I have tested not preconditioning, preconditioning for 10 min, 15 min, 20 min, 30 min, 40 min and 50 min.
Preconditioning for about 40 min makes a huge difference in charge speed. Past that it doesn’t do much. Fewer than 15-20 min and you may as well...